From eb32717929d4a92c62d8c43bc38e76e3d6b372c0 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 13 Jul 2021 23:00:45 +0200
Subject: [PATCH 01/63] basic info

---
 another-page.md              |  6 +--
 index.md                     | 76 +++++++++++++++---------------------
 jekyll-theme-minimal.gemspec |  2 +-
 3 files changed, 36 insertions(+), 48 deletions(-)

diff --git a/another-page.md b/another-page.md
index 03ce0c23db..1d148013a3 100644
--- a/another-page.md
+++ b/another-page.md
@@ -1,9 +1,9 @@
 ---
-layout: default
+layout: post
 ---
 
-## Welcome to another page
+## Publications
 
-_yay_
+Find the list of my published research and other resources. 
 
 [back](./)
diff --git a/index.md b/index.md
index 8611051996..eeeabb2947 100644
--- a/index.md
+++ b/index.md
@@ -1,49 +1,43 @@
 ---
 layout: default
 ---
+Elona Shatri 
 
-Text can be **bold**, _italic_, or ~~strikethrough~~.
+[Link to another page](elonashatri.co.uk).
+Hello there!
 
-[Link to another page](./another-page.html).
+I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
 
-There should be whitespace between paragraphs.
+My research interest is mainly Optial Music Recogntion as well as other MIR related subfields. My goal is to have computers read sheet music computationally. I started working in this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH with which we collaborate closely. 
 
-There should be whitespace between paragraphs. We recommend including a README, or a file with information about your project.
+My work focuses on how can we bring new machine learning solutions to the field of OMR and achieve an end-to-end solution to the problem.
 
-# Header 1
+
+# Conferences
 
 This is a normal paragraph following a header. GitHub is a code hosting platform for version control and collaboration. It lets you and others work together on projects from anywhere.
 
-## Header 2
+## Papers
 
-> This is a blockquote following a header.
->
-> When something is important enough, you do it even if the odds are not in your favor.
+*   OPTICAL MUSIC RECOGNITION: STATE OF THE ART AND MAJOR CHALLENGES
+*   DoReMi: First glance at a universal OMR dataset
 
-### Header 3
+## Blogposts
 
-```js
-// Javascript code with syntax highlighting.
-var fun = function lang(l) {
-  dateformat.i18n = require('./lang/' + l)
-  return true;
-}
-```
+*   What is Optical Music Recognition?
+*   A review on Super-Resolution
+*   A review of Generative Adversarial Networks
+*   Optical Music Recognition: State of the Art and Major Challenges
 
-```ruby
-# Ruby code with syntax highlighting
-GitHubPages::Dependencies.gems.each do |gem, version|
-  s.add_dependency(gem, "= #{version}")
-end
-```
 
-#### Header 4
+#### Affiliations
 
-*   This is an unordered list following a header.
-*   This is an unordered list following a header.
-*   This is an unordered list following a header.
+*   [UKRI Centre for Doctoral Training in Artificial Intelligence and Music](https://aim.qmul.ac.uk/) 
+*   [Centre for Digital Msusic](http://c4dm.eecs.qmul.ac.uk/)
+*   [Centre for Intelligent Sensing](http://cis.eecs.qmul.ac.uk/)
+*   [Steinberg](https://www.steinberg.net/en/home.html)
 
-##### Header 5
+<!-- ##### Header 5
 
 1.  This is an ordered list following a header.
 2.  This is an ordered list following a header.
@@ -101,23 +95,17 @@ end
 ![Branching](https://guides.github.com/activities/hello-world/branching.png)
 
 
-### Definition lists can be used with HTML syntax.
+### Definition lists can be used with HTML syntax. -->
 
 <dl>
-<dt>Name</dt>
-<dd>Godzilla</dd>
-<dt>Born</dt>
-<dd>1952</dd>
-<dt>Birthplace</dt>
-<dd>Japan</dd>
-<dt>Color</dt>
-<dd>Green</dd>
+<dt>Elona</dt>
+<dd>Shatri</dd>
+<dt>PhD student</dt>
+<dd>Queen Mary University of London</dd>
+<dd>London</dd>
+<dt>United Kingdoms</dt>
 </dl>
 
-```
-Long, single-line code blocks should not wrap. They should horizontally scroll if they are too long. This line should be long enough to demonstrate this.
-```
-
-```
-The final element.
-```
+## Contact
+e.shatri1@gmail.com
+e.shatri@qmul.ac.uk
diff --git a/jekyll-theme-minimal.gemspec b/jekyll-theme-minimal.gemspec
index efb2bc02f3..1a7a7ac6bf 100644
--- a/jekyll-theme-minimal.gemspec
+++ b/jekyll-theme-minimal.gemspec
@@ -4,7 +4,7 @@ Gem::Specification.new do |s|
   s.name          = 'jekyll-theme-minimal'
   s.version       = '0.1.1'
   s.license       = 'CC0-1.0'
-  s.authors       = ['Steve Smith', 'GitHub, Inc.']
+  s.authors       = ['Elona Shatri', 'GitHub, Inc.']
   s.email         = ['opensource+jekyll-theme-minimal@github.com']
   s.homepage      = 'https://github.com/pages-themes/minimal'
   s.summary       = 'Minimal is a Jekyll theme for GitHub Pages'

From 76bc1e01338abf661efc64b8d81e60f922eb10a6 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 13 Jul 2021 23:08:30 +0200
Subject: [PATCH 02/63] logo update

---
 _layouts/default.html                 |   2 +-
 _layouts/{{site.logo | relative_url}} |   0
 assets/img/elona.png                  | Bin 0 -> 143227 bytes
 index.md                              |   7 +++----
 4 files changed, 4 insertions(+), 5 deletions(-)
 create mode 100644 _layouts/{{site.logo | relative_url}}
 create mode 100644 assets/img/elona.png

diff --git a/_layouts/default.html b/_layouts/default.html
index 9ed409ad7f..f196426764 100644
--- a/_layouts/default.html
+++ b/_layouts/default.html
@@ -17,7 +17,7 @@
         <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
         
         {% if site.logo %}
-          <img src="{{site.logo | relative_url}}" alt="Logo" />
+          <img src="/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/elona.png" alt="Logo" />
         {% endif %}
 
         <p>{{ site.description | default: site.github.project_tagline }}</p>
diff --git a/_layouts/{{site.logo | relative_url}} b/_layouts/{{site.logo | relative_url}}
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/assets/img/elona.png b/assets/img/elona.png
new file mode 100644
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HcmV?d00001

diff --git a/index.md b/index.md
index eeeabb2947..f651df2e2a 100644
--- a/index.md
+++ b/index.md
@@ -98,11 +98,10 @@ This is a normal paragraph following a header. GitHub is a code hosting platform
 ### Definition lists can be used with HTML syntax. -->
 
 <dl>
-<dt>Elona</dt>
-<dd>Shatri</dd>
+<dt>Elona Shatri</dt>
 <dt>PhD student</dt>
-<dd>Queen Mary University of London</dd>
-<dd>London</dd>
+<dt>Queen Mary University of London</dt>
+<dt>London</dt>
 <dt>United Kingdoms</dt>
 </dl>
 

From fac05db1653d4ed3fc896f27592641f9b21d87fc Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 13 Jul 2021 23:29:08 +0200
Subject: [PATCH 03/63] added missing info

---
 _layouts/default.html                  |  2 +-
 _layouts/{{site.image | relative_url}} |  0
 index.md                               | 30 +++++++++++++++-----------
 3 files changed, 19 insertions(+), 13 deletions(-)
 create mode 100644 _layouts/{{site.image | relative_url}}

diff --git a/_layouts/default.html b/_layouts/default.html
index f196426764..bbb1bebded 100644
--- a/_layouts/default.html
+++ b/_layouts/default.html
@@ -17,7 +17,7 @@
         <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
         
         {% if site.logo %}
-          <img src="/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/elona.png" alt="Logo" />
+          <img src="/assets/img/elona.png" alt="Profile" width="500" height="600">
         {% endif %}
 
         <p>{{ site.description | default: site.github.project_tagline }}</p>
diff --git a/_layouts/{{site.image | relative_url}} b/_layouts/{{site.image | relative_url}}
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/index.md b/index.md
index f651df2e2a..25da8cc310 100644
--- a/index.md
+++ b/index.md
@@ -3,7 +3,10 @@ layout: default
 ---
 Elona Shatri 
 
-[Link to another page](elonashatri.co.uk).
+[Personal Website](elonashatri.co.uk)
+[School Page](http://eecs.qmul.ac.uk/profiles/shatrielona-1.html)
+[Medium](https://medium.com/@e.shatri1)
+
 Hello there!
 
 I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
@@ -13,24 +16,27 @@ My research interest is mainly Optial Music Recogntion as well as other MIR rela
 My work focuses on how can we bring new machine learning solutions to the field of OMR and achieve an end-to-end solution to the problem.
 
 
-# Conferences
-
-This is a normal paragraph following a header. GitHub is a code hosting platform for version control and collaboration. It lets you and others work together on projects from anywhere.
-
 ## Papers
 
-*   OPTICAL MUSIC RECOGNITION: STATE OF THE ART AND MAJOR CHALLENGES
-*   DoReMi: First glance at a universal OMR dataset
+*   [Optical Music Recogntion: State of the Art and Major Challenges at TENOR2020-2021](https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf)
+*   [DoReMi: First glance at a universal OMR dataset - WoRMS2021](https://sites.google.com/view/worms2021/home)
 
 ## Blogposts
 
-*   What is Optical Music Recognition?
-*   A review on Super-Resolution
-*   A review of Generative Adversarial Networks
-*   Optical Music Recognition: State of the Art and Major Challenges
+*   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
+*   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)
+*   [A review of Generative Adversarial Networks](https://towardsdatascience.com/a-review-of-generative-adversarial-networks-9af21e94bda4)
+*   [Optical Music Recognition: State of the Art and Major Challenges](https://towardsdatascience.com/optical-music-recognition-state-of-the-art-and-major-challenges-aa100923c78d)
+
+## Teaching
+
+Machine Learning (Postgraduate)
+The aim of the module is to give students an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow them to apply such methods in a range of areas.
 
+Machine Learning for Visual Data Analysis (Postgraduate)
+The module will cover the following topics: The Discrete Fourier Transform and the frequency content of images. The design and use of Gabor filters. Principal Component Analysis for denoising and compression. Unsupervised classification via feature space clustering. Texture segmentation with Gabor filters.
 
-#### Affiliations
+## Affiliations
 
 *   [UKRI Centre for Doctoral Training in Artificial Intelligence and Music](https://aim.qmul.ac.uk/) 
 *   [Centre for Digital Msusic](http://c4dm.eecs.qmul.ac.uk/)

From fe6d759fdecf5d98a759d8517809364c08e25a8f Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 13 Jul 2021 23:31:07 +0200
Subject: [PATCH 04/63] pic and teaching

---
 _layouts/default.html |  2 +-
 index.md              | 16 +++++-----------
 2 files changed, 6 insertions(+), 12 deletions(-)

diff --git a/_layouts/default.html b/_layouts/default.html
index bbb1bebded..7e1060067c 100644
--- a/_layouts/default.html
+++ b/_layouts/default.html
@@ -17,7 +17,7 @@
         <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
         
         {% if site.logo %}
-          <img src="/assets/img/elona.png" alt="Profile" width="500" height="600">
+          <img src="/assets/img/elona.png" alt="Profile" >
         {% endif %}
 
         <p>{{ site.description | default: site.github.project_tagline }}</p>
diff --git a/index.md b/index.md
index 25da8cc310..c337b708e4 100644
--- a/index.md
+++ b/index.md
@@ -30,10 +30,10 @@ My work focuses on how can we bring new machine learning solutions to the field
 
 ## Teaching
 
-Machine Learning (Postgraduate)
+### Machine Learning (Postgraduate)
 The aim of the module is to give students an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow them to apply such methods in a range of areas.
 
-Machine Learning for Visual Data Analysis (Postgraduate)
+### Machine Learning for Visual Data Analysis (Postgraduate)
 The module will cover the following topics: The Discrete Fourier Transform and the frequency content of images. The design and use of Gabor filters. Principal Component Analysis for denoising and compression. Unsupervised classification via feature space clustering. Texture segmentation with Gabor filters.
 
 ## Affiliations
@@ -103,14 +103,8 @@ The module will cover the following topics: The Discrete Fourier Transform and t
 
 ### Definition lists can be used with HTML syntax. -->
 
-<dl>
-<dt>Elona Shatri</dt>
-<dt>PhD student</dt>
-<dt>Queen Mary University of London</dt>
-<dt>London</dt>
-<dt>United Kingdoms</dt>
-</dl>
+
 
 ## Contact
-e.shatri1@gmail.com
-e.shatri@qmul.ac.uk
+* e.shatri1@gmail.com
+* e.shatri@qmul.ac.uk

From b317b554beeb16bc63b290ce365cc9f90cfb944b Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 13 Jul 2021 23:34:51 +0200
Subject: [PATCH 05/63] removing old titles

---
 _config.yml | 6 +++---
 index.md    | 7 +++----
 2 files changed, 6 insertions(+), 7 deletions(-)

diff --git a/_config.yml b/_config.yml
index c90d804d8d..13c02dee65 100644
--- a/_config.yml
+++ b/_config.yml
@@ -1,6 +1,6 @@
-title: Minimal theme
-logo: /assets/img/logo.png
-description: Minimal is a theme for GitHub Pages.
+title: Elona Shatri
+logo: /assets/img/image.png
+description: Personal Website
 show_downloads: true
 google_analytics:
 theme: jekyll-theme-minimal
diff --git a/index.md b/index.md
index c337b708e4..d6c6d9dad1 100644
--- a/index.md
+++ b/index.md
@@ -1,11 +1,10 @@
 ---
 layout: default
 ---
-Elona Shatri 
 
-[Personal Website](elonashatri.co.uk)
-[School Page](http://eecs.qmul.ac.uk/profiles/shatrielona-1.html)
-[Medium](https://medium.com/@e.shatri1)
+* [Personal Website](elonashatri.co.uk)
+* [School Page](http://eecs.qmul.ac.uk/profiles/shatrielona-1.html)
+* [Medium](https://medium.com/@e.shatri1)
 
 Hello there!
 

From 4a41f81e58991d618a7ceec7d276a5baa23da354 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 13 Jul 2021 23:40:15 +0200
Subject: [PATCH 06/63] education

---
 index.md | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/index.md b/index.md
index d6c6d9dad1..25e4c98b62 100644
--- a/index.md
+++ b/index.md
@@ -2,7 +2,7 @@
 layout: default
 ---
 
-* [Personal Website](elonashatri.co.uk)
+* [Personal Website](www.elonashatri.co.uk)
 * [School Page](http://eecs.qmul.ac.uk/profiles/shatrielona-1.html)
 * [Medium](https://medium.com/@e.shatri1)
 
@@ -42,6 +42,17 @@ The module will cover the following topics: The Discrete Fourier Transform and t
 *   [Centre for Intelligent Sensing](http://cis.eecs.qmul.ac.uk/)
 *   [Steinberg](https://www.steinberg.net/en/home.html)
 
+## Education
+
+* 2019 - Currently Ph.D. on Optical Music Recognition - Queen Mary University of London
+
+* 2017 - 2019 MSc in Information Systems and Applications - National Tsing Hua University
+
+* 2013 - 2017 BSc in Telecommunications: Faculty of Electrical and Computer Engineering, University of Prishtina
+
+
+
+
 <!-- ##### Header 5
 
 1.  This is an ordered list following a header.

From 6d225d8c51140b4344becb0e32b4446c669aff23 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 15:17:24 +0200
Subject: [PATCH 07/63] added info on dataset

---
 index.md | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/index.md b/index.md
index 25e4c98b62..c3902ae8b0 100644
--- a/index.md
+++ b/index.md
@@ -14,6 +14,10 @@ My research interest is mainly Optial Music Recogntion as well as other MIR rela
 
 My work focuses on how can we bring new machine learning solutions to the field of OMR and achieve an end-to-end solution to the problem.
 
+## DoReMi Dataset
+We recently published our DoReMi dataset at the [3rd International Workshop on Reading Music Systems 2021](https://sites.google.com/view/worms2021/home). We made our dataset available in [this page](https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0) open for anyone to use it, experiment with it and maybe suggesting new ways to represent these data.  
+
+Documentation is also availabe in the same repository of the data release. 
 
 ## Papers
 
@@ -29,12 +33,16 @@ My work focuses on how can we bring new machine learning solutions to the field
 
 ## Teaching
 
-### Machine Learning (Postgraduate)
+### Machine Learning (Postgraduate) 2020
 The aim of the module is to give students an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow them to apply such methods in a range of areas.
 
-### Machine Learning for Visual Data Analysis (Postgraduate)
+### Machine Learning for Visual Data Analysis (Postgraduate) 2021
 The module will cover the following topics: The Discrete Fourier Transform and the frequency content of images. The design and use of Gabor filters. Principal Component Analysis for denoising and compression. Unsupervised classification via feature space clustering. Texture segmentation with Gabor filters.
 
+### RMRI Research Methods and Responsible Methods (Postgraduate) 2020
+
+This module will teach generic high-level research and transferable skills applicable to pure and applied research in computer science and engineering. The module fosters the development of practical understanding of established approaches, methods and techniques of research; conceptual understanding that enables critical and rigorous evaluation of research; ability to communicate ideas and conclusions logically and fluently in both written and oral contexts.
+
 ## Affiliations
 
 *   [UKRI Centre for Doctoral Training in Artificial Intelligence and Music](https://aim.qmul.ac.uk/) 

From f77a16486f7fa062142b882b9a5d156c55785a69 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 15:18:46 +0200
Subject: [PATCH 08/63] added research proposal

---
 index.md | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/index.md b/index.md
index c3902ae8b0..60dd699b12 100644
--- a/index.md
+++ b/index.md
@@ -14,6 +14,19 @@ My research interest is mainly Optial Music Recogntion as well as other MIR rela
 
 My work focuses on how can we bring new machine learning solutions to the field of OMR and achieve an end-to-end solution to the problem.
 
+
+Optical Music Recognition (OMR) is concerned with digitizing music sheets into a machine-readable format. Being able to compose, transcribe and edit music by means of taking a picture of a music sheet, would put musician?s workload at ease. Such automation would allow musicians to use search-ability and to perform quantitative measures in the musical pieces. This problem comes down to a simple, how can computers be made to read music. The output to this process being a machine-readable file such as MIDI, MusicXML, MEI files. The objective is outputting semantic mark-up identifying as many notational elements as possible, along with the relationship to their position in the original image.
+
+
+Prior solutions have used algorithmic approaches and have involved layers of algorithmic rules applied to traditional feature detection techniques such as edge detection. One of the approaches we want to further investigate is using deep neural networks to solve the problem. Before going into this step another very important processing should be performed, that is, tackling the quality of the input picture of the music sheet. Image preprocessing steps are to be taken which will later help in the training step.
+
+ 
+
+An OMR pipeline should be able to capture the right position and the relationships between two notes and its distinctive features. Pacha et al. (2018) proposed an end-to-end trainable object detector that can detect almost the full vocabulary of modern music notation in handwritten scores. Using deep convolutional networks in a dataset with symbol-level notations they achieve a mean average precision up to 80 %.
+
+The OMR pipeline has four main blocks, and we want to tackle them one by one, using a deep learning technique and compare to the already existing techniques. If the DL techniques show improvements, then an end-to-end network is the final goal of our work. Since the existing datasets do not offer enough classes and data, the first step for use would be data augmentation. This will be done using the digitized musical sheets from music notation software Dorico, having this way a ground truth. These sheets will be subject to image degradation techniques, using the depredated images as inputs in our pipeline. The next step would be designing the methodology for object recognition and reconstruction using the deep neural network approach.
+
+
 ## DoReMi Dataset
 We recently published our DoReMi dataset at the [3rd International Workshop on Reading Music Systems 2021](https://sites.google.com/view/worms2021/home). We made our dataset available in [this page](https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0) open for anyone to use it, experiment with it and maybe suggesting new ways to represent these data.  
 

From 21d63710c953ca48e360640e347ceb6f498fd4a2 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 15:21:51 +0200
Subject: [PATCH 09/63] remove download options

---
 _layouts/default.html | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_layouts/default.html b/_layouts/default.html
index 7e1060067c..7889452012 100644
--- a/_layouts/default.html
+++ b/_layouts/default.html
@@ -32,8 +32,8 @@ <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repo
 
         {% if site.show_downloads %}
         <ul class="downloads">
-          <li><a href="{{ site.github.zip_url }}">Download <strong>ZIP File</strong></a></li>
-          <li><a href="{{ site.github.tar_url }}">Download <strong>TAR Ball</strong></a></li>
+          <!-- <li><a href="{{ site.github.zip_url }}">Download <strong>ZIP File</strong></a></li>
+          <li><a href="{{ site.github.tar_url }}">Download <strong>TAR Ball</strong></a></li> -->
           <li><a href="{{ site.github.repository_url }}">View On <strong>GitHub</strong></a></li>
         </ul>
         {% endif %}

From 28ecfa8fa1e3624d0bef7ddcfdf9361e06da376f Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 15:22:45 +0200
Subject: [PATCH 10/63] comment show download

---
 _config.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_config.yml b/_config.yml
index 13c02dee65..5a0f6ff650 100644
--- a/_config.yml
+++ b/_config.yml
@@ -1,6 +1,6 @@
 title: Elona Shatri
 logo: /assets/img/image.png
 description: Personal Website
-show_downloads: true
+# show_downloads: true
 google_analytics:
 theme: jekyll-theme-minimal

From 5ddd5927076502c8c1fb3311fbae97d50066d4da Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 16:01:11 +0200
Subject: [PATCH 11/63] added dataset page

---
 another-page.md   |  9 ---------
 doremi-dataset.md | 37 +++++++++++++++++++++++++++++++++++++
 index.md          |  2 +-
 3 files changed, 38 insertions(+), 10 deletions(-)
 delete mode 100644 another-page.md
 create mode 100644 doremi-dataset.md

diff --git a/another-page.md b/another-page.md
deleted file mode 100644
index 1d148013a3..0000000000
--- a/another-page.md
+++ /dev/null
@@ -1,9 +0,0 @@
----
-layout: post
----
-
-## Publications
-
-Find the list of my published research and other resources. 
-
-[back](./)
diff --git a/doremi-dataset.md b/doremi-dataset.md
new file mode 100644
index 0000000000..c9bfdf35a1
--- /dev/null
+++ b/doremi-dataset.md
@@ -0,0 +1,37 @@
+---
+layout: post
+---
+
+# DoReMi Dataset Documentation
+
+## [Discovery and Planning](#discovery-and-planning)
+*   [Data type and format]()
+*   [Let’s start by explaining each one of the data types and what they contain]()
+*   [Dorico project]()
+*   [MusicXML]()
+*   [OMR metadata]()
+*   [Images of scores]()
+*   [MIDI]()
+*   [Combining DOReMi with Muscima++ and Deepscores]()
+
+## [Initial Data Collection]()
+## [Data Preparation and analysis]()
+## [Publication and Sharing]()
+## [Long-term Management]()
+
+
+[DoReMi Dataset](./doremi-dataset.html)
+
+##  <A href="#discovery-and-planning"> Discovery and Planning </A>
+*   Data type and format
+*   Let’s start by explaining each one of the data types and what they contain
+*   Dorico project
+*   MusicXML
+*   OMR metadata
+*   Images of scores
+*   MIDI
+*   Combining DOReMi with Muscima++ and Deepscores
+
+
+
+[back](./)
diff --git a/index.md b/index.md
index 60dd699b12..555206c646 100644
--- a/index.md
+++ b/index.md
@@ -27,7 +27,7 @@ An OMR pipeline should be able to capture the right position and the relationshi
 The OMR pipeline has four main blocks, and we want to tackle them one by one, using a deep learning technique and compare to the already existing techniques. If the DL techniques show improvements, then an end-to-end network is the final goal of our work. Since the existing datasets do not offer enough classes and data, the first step for use would be data augmentation. This will be done using the digitized musical sheets from music notation software Dorico, having this way a ground truth. These sheets will be subject to image degradation techniques, using the depredated images as inputs in our pipeline. The next step would be designing the methodology for object recognition and reconstruction using the deep neural network approach.
 
 
-## DoReMi Dataset
+## [DoReMi Dataset]=(./doremi-dataset.html).
 We recently published our DoReMi dataset at the [3rd International Workshop on Reading Music Systems 2021](https://sites.google.com/view/worms2021/home). We made our dataset available in [this page](https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0) open for anyone to use it, experiment with it and maybe suggesting new ways to represent these data.  
 
 Documentation is also availabe in the same repository of the data release. 

From 792c9f8440e0a57439b339f02f246cd5d7b28329 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 16:02:09 +0200
Subject: [PATCH 12/63] removed = string

---
 index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/index.md b/index.md
index 555206c646..eeb445175c 100644
--- a/index.md
+++ b/index.md
@@ -27,7 +27,7 @@ An OMR pipeline should be able to capture the right position and the relationshi
 The OMR pipeline has four main blocks, and we want to tackle them one by one, using a deep learning technique and compare to the already existing techniques. If the DL techniques show improvements, then an end-to-end network is the final goal of our work. Since the existing datasets do not offer enough classes and data, the first step for use would be data augmentation. This will be done using the digitized musical sheets from music notation software Dorico, having this way a ground truth. These sheets will be subject to image degradation techniques, using the depredated images as inputs in our pipeline. The next step would be designing the methodology for object recognition and reconstruction using the deep neural network approach.
 
 
-## [DoReMi Dataset]=(./doremi-dataset.html).
+## [DoReMi Dataset](./doremi-dataset.html)
 We recently published our DoReMi dataset at the [3rd International Workshop on Reading Music Systems 2021](https://sites.google.com/view/worms2021/home). We made our dataset available in [this page](https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0) open for anyone to use it, experiment with it and maybe suggesting new ways to represent these data.  
 
 Documentation is also availabe in the same repository of the data release. 

From 27127c892d3d818983302a725d074f7f1d99ddcb Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 16:04:04 +0200
Subject: [PATCH 13/63] remove author profile

---
 _layouts/post.html | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_layouts/post.html b/_layouts/post.html
index 0676aff31c..5637015524 100644
--- a/_layouts/post.html
+++ b/_layouts/post.html
@@ -5,7 +5,7 @@
 <small>{{ page.date | date: "%-d %B %Y" }}</small>
 <h1>{{ page.title }}</h1>
 
-<p class="view">by {{ page.author | default: site.author }}</p>
+<!-- <p class="view">by {{ page.author | default: site.author }}</p> -->
 
 {{content}}
 

From efb97f638311a4f30eee7f23b5ac25b4eb89a43f Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 16:06:39 +0200
Subject: [PATCH 14/63] change post layout

---
 _layouts/post-default.html | 65 ++++++++++++++++++++++++++++++++++++++
 _layouts/post.html         |  6 ++--
 2 files changed, 68 insertions(+), 3 deletions(-)
 create mode 100644 _layouts/post-default.html

diff --git a/_layouts/post-default.html b/_layouts/post-default.html
new file mode 100644
index 0000000000..1fb6c6efbb
--- /dev/null
+++ b/_layouts/post-default.html
@@ -0,0 +1,65 @@
+<!DOCTYPE html>
+<html lang="{{ site.lang | default: "en-US" }}">
+  <head>
+    <meta charset="UTF-8">
+    <meta http-equiv="X-UA-Compatible" content="IE=edge">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+
+{% seo %}
+    <link rel="stylesheet" href="{{ "/assets/css/style.css?v=" | append: site.github.build_revision | relative_url }}">
+    <!--[if lt IE 9]>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.3/html5shiv.min.js"></script>
+    <![endif]-->
+  </head>
+  <body>
+    <!-- <div class="wrapper">
+      <header>
+        <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
+        
+        {% if site.logo %}
+          <img src="/assets/img/elona.png" alt="Profile" >
+        {% endif %}
+
+        <p>{{ site.description | default: site.github.project_tagline }}</p>
+
+        {% if site.github.is_project_page %}
+        <p class="view"><a href="{{ site.github.repository_url }}">View the Project on GitHub <small>{{ site.github.repository_nwo }}</small></a></p>
+        {% endif %}
+
+        {% if site.github.is_user_page %}
+        <p class="view"><a href="{{ site.github.owner_url }}">View My GitHub Profile</a></p>
+        {% endif %}
+
+        {% if site.show_downloads %}
+        <ul class="downloads">
+          <!-- <li><a href="{{ site.github.zip_url }}">Download <strong>ZIP File</strong></a></li>
+          <li><a href="{{ site.github.tar_url }}">Download <strong>TAR Ball</strong></a></li> -->
+          <li><a href="{{ site.github.repository_url }}">View On <strong>GitHub</strong></a></li>
+        </ul>
+        {% endif %}
+      </header>
+      <section> -->
+
+      {{ content }}
+
+      </section>
+      <footer>
+        {% if site.github.is_project_page %}
+        <p>This project is maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a></p>
+        {% endif %}
+        <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p>
+      </footer>
+    </div>
+    <script src="{{ "/assets/js/scale.fix.js" | relative_url }}"></script>
+    {% if site.google_analytics %}
+    <script>
+      (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+      (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
+      m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+      })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
+      ga('create', '{{ site.google_analytics }}', 'auto');
+      ga('send', 'pageview');
+    </script>
+    {% endif %}
+  </body>
+</html>
diff --git a/_layouts/post.html b/_layouts/post.html
index 5637015524..a59a3f5516 100644
--- a/_layouts/post.html
+++ b/_layouts/post.html
@@ -1,11 +1,11 @@
 ---
-layout: default
+layout: default-default
 ---
 
 <small>{{ page.date | date: "%-d %B %Y" }}</small>
-<h1>{{ page.title }}</h1>
+<!-- <h1>{{ page.title }}</h1> -->
 
-<!-- <p class="view">by {{ page.author | default: site.author }}</p> -->
+<p class="view">by {{ page.author | default: site.author }}</p>
 
 {{content}}
 

From b09b10b40c713c8839fa49afeee26c5d4f4668a7 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 16:09:35 +0200
Subject: [PATCH 15/63] update profile section

---
 _layouts/post-default.html | 27 ---------------------------
 1 file changed, 27 deletions(-)

diff --git a/_layouts/post-default.html b/_layouts/post-default.html
index 1fb6c6efbb..4124bea3bd 100644
--- a/_layouts/post-default.html
+++ b/_layouts/post-default.html
@@ -12,33 +12,6 @@
     <![endif]-->
   </head>
   <body>
-    <!-- <div class="wrapper">
-      <header>
-        <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
-        
-        {% if site.logo %}
-          <img src="/assets/img/elona.png" alt="Profile" >
-        {% endif %}
-
-        <p>{{ site.description | default: site.github.project_tagline }}</p>
-
-        {% if site.github.is_project_page %}
-        <p class="view"><a href="{{ site.github.repository_url }}">View the Project on GitHub <small>{{ site.github.repository_nwo }}</small></a></p>
-        {% endif %}
-
-        {% if site.github.is_user_page %}
-        <p class="view"><a href="{{ site.github.owner_url }}">View My GitHub Profile</a></p>
-        {% endif %}
-
-        {% if site.show_downloads %}
-        <ul class="downloads">
-          <!-- <li><a href="{{ site.github.zip_url }}">Download <strong>ZIP File</strong></a></li>
-          <li><a href="{{ site.github.tar_url }}">Download <strong>TAR Ball</strong></a></li> -->
-          <li><a href="{{ site.github.repository_url }}">View On <strong>GitHub</strong></a></li>
-        </ul>
-        {% endif %}
-      </header>
-      <section> -->
 
       {{ content }}
 

From 1b24f2834a9ef97376790c4e7b8c2b51c2570814 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 18:15:40 +0200
Subject: [PATCH 16/63] Update post-default.html

---
 _layouts/post-default.html | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/_layouts/post-default.html b/_layouts/post-default.html
index 4124bea3bd..997092645f 100644
--- a/_layouts/post-default.html
+++ b/_layouts/post-default.html
@@ -12,6 +12,18 @@
     <![endif]-->
   </head>
   <body>
+    <div class="wrapper">
+      <header>
+        <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
+        
+
+        <p>{{ site.description | default: site.github.project_tagline }}</p>
+
+        {% if site.github.is_project_page %}
+        <p class="view"><a href="{{ site.github.repository_url }}">View the Project on GitHub <small>{{ site.github.repository_nwo }}</small></a></p>
+        {% endif %}
+      </header>
+      <section>
 
       {{ content }}
 

From e6148dc6297d4327972ac86c9511abf78f1f935b Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 18:20:48 +0200
Subject: [PATCH 17/63] Update post-default.html

---
 _layouts/post-default.html | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/_layouts/post-default.html b/_layouts/post-default.html
index 997092645f..810262a642 100644
--- a/_layouts/post-default.html
+++ b/_layouts/post-default.html
@@ -16,12 +16,27 @@
       <header>
         <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
         
+        <!-- {% if site.logo %}
+          <img src="/assets/img/elona.png" alt="Profile" >
+        {% endif -->
 
         <p>{{ site.description | default: site.github.project_tagline }}</p>
 
         {% if site.github.is_project_page %}
         <p class="view"><a href="{{ site.github.repository_url }}">View the Project on GitHub <small>{{ site.github.repository_nwo }}</small></a></p>
         {% endif %}
+
+        {% if site.github.is_user_page %}
+        <p class="view"><a href="{{ site.github.owner_url }}">View My GitHub Profile</a></p>
+        {% endif %}
+
+        {% if site.show_downloads %}
+        <ul class="downloads">
+          <!-- <li><a href="{{ site.github.zip_url }}">Download <strong>ZIP File</strong></a></li>
+          <li><a href="{{ site.github.tar_url }}">Download <strong>TAR Ball</strong></a></li> -->
+          <li><a href="{{ site.github.repository_url }}">View On <strong>GitHub</strong></a></li>
+        </ul>
+        {% endif %}
       </header>
       <section>
 

From ab30ba195fa5a81a472e48a1e9f0c0974756d1eb Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 18:26:46 +0200
Subject: [PATCH 18/63] test dataset layout

---
 _layouts/post-default.html   | 4 ++--
 jekyll-theme-minimal.gemspec | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/_layouts/post-default.html b/_layouts/post-default.html
index 810262a642..7889452012 100644
--- a/_layouts/post-default.html
+++ b/_layouts/post-default.html
@@ -16,9 +16,9 @@
       <header>
         <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
         
-        <!-- {% if site.logo %}
+        {% if site.logo %}
           <img src="/assets/img/elona.png" alt="Profile" >
-        {% endif -->
+        {% endif %}
 
         <p>{{ site.description | default: site.github.project_tagline }}</p>
 
diff --git a/jekyll-theme-minimal.gemspec b/jekyll-theme-minimal.gemspec
index 1a7a7ac6bf..1fa12907f1 100644
--- a/jekyll-theme-minimal.gemspec
+++ b/jekyll-theme-minimal.gemspec
@@ -7,7 +7,7 @@ Gem::Specification.new do |s|
   s.authors       = ['Elona Shatri', 'GitHub, Inc.']
   s.email         = ['opensource+jekyll-theme-minimal@github.com']
   s.homepage      = 'https://github.com/pages-themes/minimal'
-  s.summary       = 'Minimal is a Jekyll theme for GitHub Pages'
+  s.summary       = ''
 
   s.files         = `git ls-files -z`.split("\x0").select do |f|
     f.match(%r{^((_includes|_layouts|_sass|assets)/|(LICENSE|README)((\.(txt|md|markdown)|$)))}i)

From ef7f639361142525e842a8298b36c10af7b25087 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 18:30:48 +0200
Subject: [PATCH 19/63] fixed. name file

---
 _layouts/post-default.html | 4 ++--
 _layouts/post.html         | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/_layouts/post-default.html b/_layouts/post-default.html
index 7889452012..810262a642 100644
--- a/_layouts/post-default.html
+++ b/_layouts/post-default.html
@@ -16,9 +16,9 @@
       <header>
         <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
         
-        {% if site.logo %}
+        <!-- {% if site.logo %}
           <img src="/assets/img/elona.png" alt="Profile" >
-        {% endif %}
+        {% endif -->
 
         <p>{{ site.description | default: site.github.project_tagline }}</p>
 
diff --git a/_layouts/post.html b/_layouts/post.html
index a59a3f5516..251f0b737a 100644
--- a/_layouts/post.html
+++ b/_layouts/post.html
@@ -1,5 +1,5 @@
 ---
-layout: default-default
+layout: post-default
 ---
 
 <small>{{ page.date | date: "%-d %B %Y" }}</small>

From 304439a83d6bf288f7ef5ad879c6f94ab3971a1e Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 18:32:08 +0200
Subject: [PATCH 20/63] Update doremi-dataset.md

---
 doremi-dataset.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doremi-dataset.md b/doremi-dataset.md
index c9bfdf35a1..40a4e8e358 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -1,5 +1,5 @@
 ---
-layout: post
+layout: post-default
 ---
 
 # DoReMi Dataset Documentation

From 21dafb22bbee252c35aa726c6515cc0abfd67717 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 18:33:11 +0200
Subject: [PATCH 21/63] Update post-default.html

---
 _layouts/post-default.html | 21 ---------------------
 1 file changed, 21 deletions(-)

diff --git a/_layouts/post-default.html b/_layouts/post-default.html
index 810262a642..86f6e25cbd 100644
--- a/_layouts/post-default.html
+++ b/_layouts/post-default.html
@@ -16,27 +16,6 @@
       <header>
         <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
         
-        <!-- {% if site.logo %}
-          <img src="/assets/img/elona.png" alt="Profile" >
-        {% endif -->
-
-        <p>{{ site.description | default: site.github.project_tagline }}</p>
-
-        {% if site.github.is_project_page %}
-        <p class="view"><a href="{{ site.github.repository_url }}">View the Project on GitHub <small>{{ site.github.repository_nwo }}</small></a></p>
-        {% endif %}
-
-        {% if site.github.is_user_page %}
-        <p class="view"><a href="{{ site.github.owner_url }}">View My GitHub Profile</a></p>
-        {% endif %}
-
-        {% if site.show_downloads %}
-        <ul class="downloads">
-          <!-- <li><a href="{{ site.github.zip_url }}">Download <strong>ZIP File</strong></a></li>
-          <li><a href="{{ site.github.tar_url }}">Download <strong>TAR Ball</strong></a></li> -->
-          <li><a href="{{ site.github.repository_url }}">View On <strong>GitHub</strong></a></li>
-        </ul>
-        {% endif %}
       </header>
       <section>
 

From 0a60609189e36175973ffc7f44a72973953c7b6a Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 18:50:00 +0200
Subject: [PATCH 22/63] Update doremi-dataset.md

---
 doremi-dataset.md | 45 +++++++++++++++++++++++++++++++++++++++++----
 1 file changed, 41 insertions(+), 4 deletions(-)

diff --git a/doremi-dataset.md b/doremi-dataset.md
index 40a4e8e358..4ab9212249 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -2,7 +2,9 @@
 layout: post-default
 ---
 
-# DoReMi Dataset Documentation
+# DOReMi - Data Collection Lifecycle Document
+
+This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well. 
 
 ## [Discovery and Planning](#discovery-and-planning)
 *   [Data type and format]()
@@ -23,10 +25,45 @@ layout: post-default
 [DoReMi Dataset](./doremi-dataset.html)
 
 ##  <A href="#discovery-and-planning"> Discovery and Planning </A>
+
+In this section, I will explain the data types and formats we have decided to use.
+
 *   Data type and format
-*   Let’s start by explaining each one of the data types and what they contain
-*   Dorico project
-*   MusicXML
+
+This dataset has the following six types of data:
+
+* [Dorico project](#dorico-project)
+* [MusicXML](#MusicXML)
+* OMR metadata
+* Images of scores
+* MIDI
+* Music Encoding Initiative (MEI) 
+
+The following are the data formats:
+*   Dorico
+*   XML
+*   XML
+*   PNG
+*   MIDI
+*   MEI
+
+Let’s start by explaining each one of the data types and what they contain:
+
+<A href="#dorico-project"> Dorico project </A>
+
+
+When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.
+MusicXML
+MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported: https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html
+
+
+<A href="#MusicXML">  MusicXML </A> 
+
+MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported: https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html
+
+
 *   OMR metadata
 *   Images of scores
 *   MIDI

From 704b7879a9496979f7987f74c078cbb7d64842f4 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 19:13:49 +0200
Subject: [PATCH 23/63] Update doremi-dataset.md

---
 doremi-dataset.md | 51 +++++++++++++++++++++++++++++------------------
 1 file changed, 32 insertions(+), 19 deletions(-)

diff --git a/doremi-dataset.md b/doremi-dataset.md
index 4ab9212249..13788ef0ec 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -2,18 +2,18 @@
 layout: post-default
 ---
 
-# DOReMi - Data Collection Lifecycle Document
+# DoReMi - Data Collection Lifecycle Document
 
 This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well. 
 
 ## [Discovery and Planning](#discovery-and-planning)
-*   [Data type and format]()
-*   [Let’s start by explaining each one of the data types and what they contain]()
-*   [Dorico project]()
-*   [MusicXML]()
-*   [OMR metadata]()
-*   [Images of scores]()
-*   [MIDI]()
+
+### [Data type and format](#Data-type-and-format)
+*   [Dorico project](#dorico-project)
+*   [MusicXML](#MusicXML)
+*   [OMR metadata](#OMR-metadata)
+*   [Images of scores](#Images-of-scores)
+*   [MIDI](#MIDI)
 *   [Combining DOReMi with Muscima++ and Deepscores]()
 
 ## [Initial Data Collection]()
@@ -21,23 +21,22 @@ This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that con
 ## [Publication and Sharing]()
 ## [Long-term Management]()
 
-
-[DoReMi Dataset](./doremi-dataset.html)
+<hline>
 
 ##  <A href="#discovery-and-planning"> Discovery and Planning </A>
 
 In this section, I will explain the data types and formats we have decided to use.
 
-*   Data type and format
+### <A href="#Data-type-and-format"> Data type and format </A>
 
 This dataset has the following six types of data:
 
 * [Dorico project](#dorico-project)
 * [MusicXML](#MusicXML)
-* OMR metadata
-* Images of scores
-* MIDI
-* Music Encoding Initiative (MEI) 
+* [OMR metadata](#OMR-metadata)
+* [Images of scores](#Images-of-scores)
+* [MIDI](#MIDI) 
+* [Music Encoding Initiative (MEI)](#MEI)
 
 The following are the data formats:
 *   Dorico
@@ -63,11 +62,25 @@ More on how these files can be exported: https://steinberg.help/dorico_pro/v3/en
 MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
 More on how these files can be exported: https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html
 
+<A href="#OMR-metadata"> OMR metadata </A> 
+
+This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id. 
+
+<A href="#Images-of-scores"> OMR metadata </A> 
+
+Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. 
+
+<A href="#MIDI"> MIDI </A> 
+
+MIDI files are exported directly from Dorico. 
+
+
+<A href="#MEI"> Music Encoding Initiative (MEI) </A>
+
+
+## <A href="#combining"> Combining DOReMi with Muscima++ and Deepscores </A>
+
 
-*   OMR metadata
-*   Images of scores
-*   MIDI
-*   Combining DOReMi with Muscima++ and Deepscores
 
 
 

From ce3a6617cd3e589d244923685de52d538dc00c96 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 19:23:28 +0200
Subject: [PATCH 24/63] Update doremi-dataset.md

---
 doremi-dataset.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/doremi-dataset.md b/doremi-dataset.md
index 13788ef0ec..2ecd543342 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -21,7 +21,6 @@ This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that con
 ## [Publication and Sharing]()
 ## [Long-term Management]()
 
-<hline>
 
 ##  <A href="#discovery-and-planning"> Discovery and Planning </A>
 

From 437c3ccc3eba5edb7008ccfabd74de5f0f62a6ab Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 20:56:07 +0200
Subject: [PATCH 25/63] Update doremi-dataset.md

---
 doremi-dataset.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doremi-dataset.md b/doremi-dataset.md
index 2ecd543342..d96911106a 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -47,7 +47,7 @@ The following are the data formats:
 
 Let’s start by explaining each one of the data types and what they contain:
 
-<A href="#dorico-project"> Dorico project </A>
+<A id="#dorico-project"> Dorico project </A>
 
 
 When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.

From 63ba2471f2648aede923ee79f9c8458e91daca97 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 20:59:12 +0200
Subject: [PATCH 26/63] Update doremi-dataset.md

---
 doremi-dataset.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/doremi-dataset.md b/doremi-dataset.md
index d96911106a..97ba912b90 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -9,7 +9,7 @@ This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that con
 ## [Discovery and Planning](#discovery-and-planning)
 
 ### [Data type and format](#Data-type-and-format)
-*   [Dorico project](#dorico-project)
+*   Dorico project
 *   [MusicXML](#MusicXML)
 *   [OMR metadata](#OMR-metadata)
 *   [Images of scores](#Images-of-scores)
@@ -47,7 +47,7 @@ The following are the data formats:
 
 Let’s start by explaining each one of the data types and what they contain:
 
-<A id="#dorico-project"> Dorico project </A>
+<A href="#dorico-project"> Dorico project </A>
 
 
 When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.

From cde21dd4435fb4561c4d31ffb96813d4f3404628 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Wed, 14 Jul 2021 22:31:03 +0200
Subject: [PATCH 27/63] Update doremi-dataset.md

---
 doremi-dataset.md | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/doremi-dataset.md b/doremi-dataset.md
index 97ba912b90..0ce61e2f17 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -51,15 +51,12 @@ Let’s start by explaining each one of the data types and what they contain:
 
 
 When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.
-MusicXML
-MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported: https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html
 
 
 <A href="#MusicXML">  MusicXML </A> 
 
 MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported: https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html
+More on how these files can be exported check <A href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </A>
 
 <A href="#OMR-metadata"> OMR metadata </A> 
 

From 85a8584ee6fe88422ffd4a3ecc58b13b2f6a88ee Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 15 Jul 2021 08:48:43 +0200
Subject: [PATCH 28/63] logo test

---
 assets/img/Dorico_Logo.png | Bin 0 -> 80247 bytes
 doremi-dataset.md          |   6 +++---
 2 files changed, 3 insertions(+), 3 deletions(-)
 create mode 100644 assets/img/Dorico_Logo.png

diff --git a/assets/img/Dorico_Logo.png b/assets/img/Dorico_Logo.png
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diff --git a/doremi-dataset.md b/doremi-dataset.md
index 0ce61e2f17..824643fc64 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -37,9 +37,9 @@ This dataset has the following six types of data:
 * [MIDI](#MIDI) 
 * [Music Encoding Initiative (MEI)](#MEI)
 
-The following are the data formats:
+The following respective data formats:
 *   Dorico
-*   XML
+*   MusicXML
 *   XML
 *   PNG
 *   MIDI
@@ -48,7 +48,7 @@ The following are the data formats:
 Let’s start by explaining each one of the data types and what they contain:
 
 <A href="#dorico-project"> Dorico project </A>
-
+<img src="/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/Dorico_Logo.png" alt="Profile" >
 
 When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.
 

From 54b190f6308775084083fb02d1bbfd5539151460 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 15 Jul 2021 08:52:17 +0200
Subject: [PATCH 29/63] Update doremi-dataset.md

---
 doremi-dataset.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doremi-dataset.md b/doremi-dataset.md
index 824643fc64..32159b88e0 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -48,7 +48,7 @@ The following respective data formats:
 Let’s start by explaining each one of the data types and what they contain:
 
 <A href="#dorico-project"> Dorico project </A>
-<img src="/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/Dorico_Logo.png" alt="Profile" >
+![Dorico](/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/Dorico_Logo.png)
 
 When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.
 

From 695b56304f8f4daa78493a5ea83b6447cbdfb6e7 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 15 Jul 2021 08:52:54 +0200
Subject: [PATCH 30/63] Update doremi-dataset.md

---
 doremi-dataset.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doremi-dataset.md b/doremi-dataset.md
index 32159b88e0..e6ceac78dc 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -48,7 +48,7 @@ The following respective data formats:
 Let’s start by explaining each one of the data types and what they contain:
 
 <A href="#dorico-project"> Dorico project </A>
-![Dorico](/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/Dorico_Logo.png)
+![Dorico-test](/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/Dorico_Logo.png)
 
 When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.
 

From 564d4325cf247a386efe1d552c4204eb9e54f2ce Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 15 Jul 2021 12:43:00 +0200
Subject: [PATCH 31/63] added dataset description

---
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 Gemfile                                       |    2 +
 _config.yml                                   |    2 +
 _layouts/default.html                         |    4 +-
 _layouts/post-default.html                    |    2 +-
 assets/css/style.scss                         |    3 +
 .../Bartok - String Quartet 5 mvt 3-034.png   |  Bin 0 -> 92359 bytes
 assets/img/Dorico-soft.png                    |  Bin 0 -> 454356 bytes
 assets/img/bbox.png                           |  Bin 0 -> 201614 bytes
 assets/img/classes.png                        |  Bin 0 -> 204584 bytes
 assets/img/clef.png                           |  Bin 0 -> 94968 bytes
 assets/img/dorico-midi.png                    |  Bin 0 -> 187838 bytes
 assets/img/elona.jpeg                         |  Bin 0 -> 35497 bytes
 assets/img/musicXML.png                       |  Bin 0 -> 169872 bytes
 assets/img/notehead.png                       |  Bin 0 -> 120241 bytes
 assets/img/staff-line.png                     |  Bin 0 -> 46568 bytes
 assets/img/timesig.png                        |  Bin 0 -> 64025 bytes
 assets/img/unparsed-xml.png                   |  Bin 0 -> 190888 bytes
 data/doremi_classes_attributes.csv            |   96 +
 doremi-dataset.md                             |  415 ++-
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 table-test.md                                 |    8 +
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+I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th> </th>
+        <th> </th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I";
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"
+<p>nil</p>
+:ET
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@@ -0,0 +1,2163 @@
+I"0
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,92 @@
+I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information. Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs. Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,2145 @@
+I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2143 @@
+I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,100 @@
+I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I"4
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"2g<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<table>
+  <thead>
+    <tr>
+      <th style="text-align: left">head1</th>
+      <th style="text-align: left">head two</th>
+      <th style="text-align: left">three</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good swedish fish</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">out of stock</td>
+      <td style="text-align: left">good and plenty</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
+      <td style="text-align: left">hmm</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
+      <td style="text-align: left">yumm</td>
+    </tr>
+  </tbody>
+</table>
+
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"-
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<h2 id="#OMR-metadata"> OMR metadata </h2>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2167 @@
+I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li><a href="dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#combining">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="#preparation">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="#publication">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="#managment">Long-term Management</a></h2>
+
+<hr />
+
+<hr />
+
+<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a id="dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a id="MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="collection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="-data-preparation-and-analysis-"><a id="preparation"> Data Preparation and analysis </a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="-publication-and-sharing-"><a id="publication"> Publication and Sharing </a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="-long-term-management-"><a id="managment"> Long-term Management </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"#<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+
+<p><img src="/assets/img/timesig.png" alt="timesig" /></p>
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p>Time signatures</p>
+
+<pre>
+  <code class="XML">
+        <Node>
+        <Id>511</Id>
+        <ClassName>timeSig4</ClassName>
+        <Top>467</Top>
+        <Left>828</Left>
+        <Width>36</Width>   
+        <Height>42</Height>
+        <Mask>0:11 1:16 0:20 1:16 0:20 1:15 
+        ...
+        0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+        <Data>
+        <DataItem key="dorico_event_id" type="int">-1</DataItem>
+        <DataItem key="time_signature_description" type="str" />
+        </Data>
+        &lt;/Node&gt;
+  &lt;/code&gt;
+&lt;/pre&gt;
+
+
+![staffline](/assets/img/staff-line.png)
+
+
+
+<a href="#Images-of-scores"> OMR metadata </a> 
+
+Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. 
+
+<a href="#MIDI"> MIDI </a> 
+
+MIDI files are exported directly from Dorico. 
+
+
+<a href="#MEI"> Music Encoding Initiative (MEI) </a>
+
+
+## <a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a>
+
+
+
+
+
+[back](./)
+</Mask></Node></code></pre>
+:ET
\ No newline at end of file
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@@ -0,0 +1,2163 @@
+I",
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<h2 id="OMR-metadata"> OMR metadata </h2>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2099 @@
+I"X�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I"2
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID.</p>
+
+<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,283 @@
+I"1g<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<table>
+  <thead>
+    <tr>
+      <th style="text-align: left">head1</th>
+      <th style="text-align: left">head two</th>
+      <th style="text-align: left">three</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good swedish fish</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">out of stock</td>
+      <td style="text-align: left">good and plenty</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
+      <td style="text-align: left">hmm</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
+      <td style="text-align: left">yumm</td>
+    </tr>
+  </tbody>
+</table>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,117 @@
+I"�!<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+
+<p><img src="/assets/img/timesig.png" alt="timesig" /></p>
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p>Time signatures</p>
+
+<pre>
+  <code class="XML">
+    puts "hello"
+  </code>
+</pre>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,287 @@
+I"rg<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<p><a href="./table-test.html">DoReMi table</a></p>
+
+<p>nil</p>
+
+<table>
+  <thead>
+    <tr>
+      <th style="text-align: left">head1</th>
+      <th style="text-align: left">head two</th>
+      <th style="text-align: left">three</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good swedish fish</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">out of stock</td>
+      <td style="text-align: left">good and plenty</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
+      <td style="text-align: left">hmm</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
+      <td style="text-align: left">yumm</td>
+    </tr>
+  </tbody>
+</table>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,2088 @@
+I"/�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2086 @@
+I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/4b/a54d96c3154d6bb8e1db97cd14df555c60586cd3a12694d513771440cfc176 b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/4b/a54d96c3154d6bb8e1db97cd14df555c60586cd3a12694d513771440cfc176
new file mode 100644
index 0000000000..ab1b42868c
--- /dev/null
+++ b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/4b/a54d96c3154d6bb8e1db97cd14df555c60586cd3a12694d513771440cfc176
@@ -0,0 +1,79 @@
+I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Octocat" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/53/88e42fbd4513d4b67e79a05fc934a10f78c2698b51ad34ab57dd6b4166e782 b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/53/88e42fbd4513d4b67e79a05fc934a10f78c2698b51ad34ab57dd6b4166e782
new file mode 100644
index 0000000000..b071d7c2f1
--- /dev/null
+++ b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/53/88e42fbd4513d4b67e79a05fc934a10f78c2698b51ad34ab57dd6b4166e782
@@ -0,0 +1,90 @@
+I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/54/92b91dee44b9805a5df9c4146cfe27ca56f191eb5741c26544612284dac103 b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/54/92b91dee44b9805a5df9c4146cfe27ca56f191eb5741c26544612284dac103
new file mode 100644
index 0000000000..c29b1db55d
--- /dev/null
+++ b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/54/92b91dee44b9805a5df9c4146cfe27ca56f191eb5741c26544612284dac103
@@ -0,0 +1,2097 @@
+I"X�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"t�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,104 @@
+I"	!<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5b/e71ead88d1c75db6576417e880a0f03452c055ab1d08f03ab59fa675a8ab55 b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5b/e71ead88d1c75db6576417e880a0f03452c055ab1d08f03ab59fa675a8ab55
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@@ -0,0 +1,3 @@
+I"
+<p>nil</p>
+:EF
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5f/7b8820bae2fb259e8d05a443851de1e4fac220c85526a39283cc388d827b6c b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5f/7b8820bae2fb259e8d05a443851de1e4fac220c85526a39283cc388d827b6c
new file mode 100644
index 0000000000..bd5723091f
--- /dev/null
+++ b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5f/7b8820bae2fb259e8d05a443851de1e4fac220c85526a39283cc388d827b6c
@@ -0,0 +1,2088 @@
+I"`�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,79 @@
+I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-test" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,2163 @@
+I"U
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li><a href="dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a id="dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I"1
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID.</p>
+
+<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.
+  <img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"~<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<div class="table-wrapper">
+  <p>|Class| Frequency| dorico_event_id| clef_type| clef_hotspot| lef_required_stave_lines| clef_stave_position| staff_id| dorico_event_ids| grace_note| duration_beats| onset_beats| pitch_octave| midi_pitch_code| normalized_pitch_step| time_signature_description| | | text|
+|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|
+|accidentalDoubleFlat| 244| | | | | | x| | | | | | | | | | | |
+|accidentalDoubleSharp| 330| | | | | | x| | | | | | | | | | | |
+|accidentalFlat| 12705| | | | | | x| | | | | | | | | | | |
+|accidentalKomaFlat| 5| | | | | | x| | | | | | | | | | | |
+|accidentalKomaSharp| 5| | | | | | x| | | | | | | | | | | |
+|accidentalNatural| 11137| | | | | | x| | | | | | | | | | | |
+|accidentalQuarterToneFlatStein| 162| | | | | | x| | | | | | | | | | | |
+|accidentalQuarterToneSharpStein| 191| | | | | | x| | | | | | | | | | | |
+|accidentalSharp| 12908| | | | | | x| | | | | | | | | | | |
+|accidentalThreeQuarterTonesFlatZimmermann| 1| | | | | | x| | | | | | | | | | | |
+|accidentalThreeQuarterTonesSharpStein| 27| | | | | | x| | | | | | | | | | | |
+|accidentalTripleFlat| 1| | | | | | x| | | | | | | | | | | |
+|accidentalTripleSharp| 1| | | | | | x| | | | | | | | | | | |
+|articAccentAbove| 1477| | | | | | x| | | | | | | | | | | |
+|articAccentBelow| 1916| | | | | | x| | | | | | | | | | | |
+|articMarcatoAbove| 278| | | | | | x| | | | | | | | | | | |
+|articMarcatoBelow| 34| | | | | | x| | | | | | | | | | | |
+|articStaccatissimoAbove| 536| | | | | | x| | | | | | | | | | | |
+|articStaccatissimoBelow| 414| | | | | | x| | | | | | | | | | | |
+|articStaccatoAbove| 5018| | | | | | x| | | | | | | | | | | |
+|articStaccatoBelow| 6108| | | | | | x| | | | | | | | | | | |
+|articTenutoAbove| 823| | | | | | x| | | | | | | | | | | |
+|articTenutoBelow| 735| | | | | | x| | | | | | | | | | | |
+|augmentationDot| 2762| | | | | | | | | | | | | | | | | |
+|barline| 28142| | | | | | | | | | | | | | | | | |
+|beam| 52539| | | | | | x| x| | | | | | | | | | |
+|cClef| 1161| x| x| x| x| x| x| | | | | | | | | | | |
+|dynamicFF| 242| | | | | | x| | | | | | | | | | | |
+|dynamicFFF| 88| | | | | | x| | | | | | | | | | | |
+|dynamicFFFF| 4| | | | | | x| | | | | | | | | | | |
+|dynamicForte| 777| | | | | | x| | | | | | | | | | | |
+|dynamicFortePiano| 60| | | | | | x| | | | | | | | | | | |
+|dynamicForzando| 35| | | | | | x| | | | | | | | | | | |
+|dynamicMF| 1803| | | | | | x| | | | | | | | | | | |
+|dynamicMP| 185| | | | | | x| | | | | | | | | | | |
+|dynamicPiano| 3987| | | | | | x| | | | | | | | | | | |
+|dynamicPP| 1807| | | | | | x| | | | | | | | | | | |
+|dynamicPPP| 93| | | | | | x| | | | | | | | | | | |
+|dynamicPPPP| 13| | | | | | x| | | | | | | | | | | |
+|dynamicRinforzando2| 5| | | | | | x| | | | | | | | | | | |
+|dynamicSforzato| 236| | | | | | x| | | | | | | | | | | |
+|dynamicSforzatoFF| 6| | | | | | x| | | | | | | | | | | |
+|dynamicText| 110| | | | | | x| | | | | | | | | | | x|
+|fClef| 3543| x| x| x| x| x| x| | | | | | | | | | | |
+|flag16thDown| 430| | | | | | x| | x| | | | | | | | | |
+|flag16thUp| 18245| | | | | | x| | x| | | | | | | | | |
+|flag32ndDown| 31| | | | | | x| | x| | | | | | | | | |
+|flag32ndUp| 7264| | | | | | x| | x| | | | | | | | | |
+|flag64thUp| 10| | | | | | x| | x| | | | | | | | | |
+|flag8thDown| 3672| | | | | | x| | x| | | | | | | | | |
+|flag8thUp| 8113| | | | | | x| | x| | | | | | | | | |
+|gClef| 12278| x| x| x| x| x| x| | | | | | | | | | | |
+|gradualDynamic| 7084| | | | | | x| | | | | | | | | | | |
+|kStaffLine| 160426| | | | | | x| | | | | | | | | | | |
+|mensuralNoteheadMinimaWhite| 9| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadBlack| 247741| x| | | | | x| | x| x| x| x| x| x| | | | |
+|noteheadDiamondWhole| 8| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadDoubleWholeSquare| 3| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadHalf| 8648| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadTriangleUpBlack| 27| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadTriangleUpHalf| 3| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadWhole| 1502| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadXBlack| 81| x| | | | | x| | | x| x| x| x| x| | | | |
+|ornamentMordent| 7| x| | | | | x| | | | | | | | | | | |
+|ornamentTrill| 58| x| | | | | x| | | | | | | | | | | |
+|ornamentTurn| 6| x| | | | | x| | | | | | | | | | | |
+|rest| 4| | | | | | | | | | | | | | | | | |
+|rest16th| 29411| | | | | | | | | | | | | | | | | |
+|rest32nd| 10218| | | | | | | | | | | | | | | | | |
+|rest64th| 4| | | | | | | | | | | | | | | | | |
+|rest8th| 24124| | | | | | | | | | | | | | | | | |
+|restHalf| 1376| | | | | | | | | | | | | | | | | |
+|restQuarter| 13223| | | | | | | | | | | | | | | | | |
+|restWhole| 14382| | | | | | | | | | | | | | | | | |
+|slur| 13928| x| | | | | x| | | | | | | | | | | |
+|stem| 227889| | | | | | x| | | | | | | | | | | |
+|systemicBarline| 2078| | | | | | | | | | | | | | | | | |
+|tie| 8626| x| | | | | x| | | | | | | | | | | |
+|timeSig1| 2| x| | | | | x| | | | | | | | x| | | |
+|timeSig2| 1084| x| | | | | x| | | | | | | | x| | | |
+|timeSig3| 1203| x| | | | | x| | | | | | | | x| | | |
+|timeSig4| 2674| x| | | | | x| | | | | | | | x| | | |
+|timeSig5| 507| x| | | | | x| | | | | | | | x| | | |
+|timeSig6| 246| x| | | | | x| | | | | | | | x| | | |
+|timeSig7| 125| x| | | | | x| | | | | | | | x| | | |
+|timeSig8| 1661| x| | | | | x| | | | | | | | x| | | |
+|timeSig9| 79| x| | | | | x| | | | | | | | x| | | |
+|timeSigCommon| 206| x| | | | | x| | | | | | | | x| | | |
+|timeSigCutCommon| 113| x| | | | | x| | | | | | | | x| | | |
+|timeSignatureComponent| 443| x| | | | | x| | | | | | | | x| | | |
+|tupletBracket| 4970| x| | | | | x| | | | | | | | | | | |
+|tupletText| 4900| x| | | | | x| | | | | | | | | | | x|
+|unpitchedPercussionClef1| 223| x| x| x| x| x| x| | | | | | | | | | | |
+|wiggleTrill| 45| x| | | | | x| | | | | | | | | | | |</p>
+</div>
+
+<table>
+  <thead>
+    <tr>
+      <th style="text-align: left">head1</th>
+      <th style="text-align: left">head two</th>
+      <th style="text-align: left">three</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good swedish fish</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">out of stock</td>
+      <td style="text-align: left">good and plenty</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
+      <td style="text-align: left">hmm</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
+      <td style="text-align: left">yumm</td>
+    </tr>
+  </tbody>
+</table>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2257 @@
+I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>\color{white} Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th> </th>
+        <th> </th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,2141 @@
+I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,87 @@
+I"p<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I"R
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li><a href="dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a id="dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a id="MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>} Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th> </th>
+        <th> </th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"�^<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2152 @@
+I"
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<p><a href="./">back</a></p>
+:ET
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+I"<p>Elona Shatri</p>
+:ET
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+I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,107 @@
+I"L!<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.
+<br /></p>
+
+<p><img src="/assets/img/timesig.png" alt="timesig" /></p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/98/8dc892f5b5c625316a0baec68f6d14dcc9d415b287afbe0f5c03dc847049f1 b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/98/8dc892f5b5c625316a0baec68f6d14dcc9d415b287afbe0f5c03dc847049f1
new file mode 100644
index 0000000000..c1669d8d46
--- /dev/null
+++ b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/98/8dc892f5b5c625316a0baec68f6d14dcc9d415b287afbe0f5c03dc847049f1
@@ -0,0 +1,2086 @@
+I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2158 @@
+I"
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"v1<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"X
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,125 @@
+I"�&<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2161 @@
+I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2141 @@
+I"[
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,285 @@
+I"fg<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<p><a href="./table-test.html">DoReMi table</a></p>
+
+<table>
+  <thead>
+    <tr>
+      <th style="text-align: left">head1</th>
+      <th style="text-align: left">head two</th>
+      <th style="text-align: left">three</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good swedish fish</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">out of stock</td>
+      <td style="text-align: left">good and plenty</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
+      <td style="text-align: left">hmm</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
+      <td style="text-align: left">yumm</td>
+    </tr>
+  </tbody>
+</table>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I"L
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li><a href="dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a id="dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a id="MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"gU<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I"V
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li><a href="dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#combining">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a id="dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a id="MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"+�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"%
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,102 @@
+I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,85 @@
+I"s<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"�b<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,128 @@
+I"�&<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+
+<p><img src="/assets/img/timesig.png" alt="timesig" /></p>
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p>Time signatures</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I"4
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a name="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I":�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p><img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,252 @@
+I"Pc<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,83 @@
+I"2<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I"X
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li><a href="dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"<p>Personal Website</p>
+:ET
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+I" �<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<table>
+  <thead>
+    <tr>
+      <th>Class</th>
+      <th>Frequency</th>
+      <th>dorico_event_id</th>
+      <th>clef_type</th>
+      <th>clef_hotspot</th>
+      <th>lef_required_stave_lines</th>
+      <th>clef_stave_position</th>
+      <th>staff_id</th>
+      <th>dorico_event_ids</th>
+      <th>grace_note</th>
+      <th>duration_beats</th>
+      <th>onset_beats</th>
+      <th>pitch_octave</th>
+      <th>midi_pitch_code</th>
+      <th>normalized_pitch_step</th>
+      <th>time_signature_description</th>
+      <th> </th>
+      <th> </th>
+      <th>text</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>accidentalDoubleFlat</td>
+      <td>244</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalDoubleSharp</td>
+      <td>330</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalFlat</td>
+      <td>12705</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalKomaFlat</td>
+      <td>5</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalKomaSharp</td>
+      <td>5</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalNatural</td>
+      <td>11137</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalQuarterToneFlatStein</td>
+      <td>162</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalQuarterToneSharpStein</td>
+      <td>191</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalSharp</td>
+      <td>12908</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+      <td>1</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalThreeQuarterTonesSharpStein</td>
+      <td>27</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalTripleFlat</td>
+      <td>1</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>accidentalTripleSharp</td>
+      <td>1</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articAccentAbove</td>
+      <td>1477</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articAccentBelow</td>
+      <td>1916</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articMarcatoAbove</td>
+      <td>278</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articMarcatoBelow</td>
+      <td>34</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articStaccatissimoAbove</td>
+      <td>536</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articStaccatissimoBelow</td>
+      <td>414</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articStaccatoAbove</td>
+      <td>5018</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articStaccatoBelow</td>
+      <td>6108</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articTenutoAbove</td>
+      <td>823</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>articTenutoBelow</td>
+      <td>735</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>augmentationDot</td>
+      <td>2762</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>barline</td>
+      <td>28142</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>beam</td>
+      <td>52539</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>cClef</td>
+      <td>1161</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicFF</td>
+      <td>242</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicFFF</td>
+      <td>88</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicFFFF</td>
+      <td>4</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicForte</td>
+      <td>777</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicFortePiano</td>
+      <td>60</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicForzando</td>
+      <td>35</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicMF</td>
+      <td>1803</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicMP</td>
+      <td>185</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicPiano</td>
+      <td>3987</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicPP</td>
+      <td>1807</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicPPP</td>
+      <td>93</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicPPPP</td>
+      <td>13</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicRinforzando2</td>
+      <td>5</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicSforzato</td>
+      <td>236</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicSforzatoFF</td>
+      <td>6</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>dynamicText</td>
+      <td>110</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+    </tr>
+    <tr>
+      <td>fClef</td>
+      <td>3543</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>flag16thDown</td>
+      <td>430</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>flag16thUp</td>
+      <td>18245</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>flag32ndDown</td>
+      <td>31</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>flag32ndUp</td>
+      <td>7264</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>flag64thUp</td>
+      <td>10</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>flag8thDown</td>
+      <td>3672</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>flag8thUp</td>
+      <td>8113</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>gClef</td>
+      <td>12278</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>gradualDynamic</td>
+      <td>7084</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>kStaffLine</td>
+      <td>160426</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>mensuralNoteheadMinimaWhite</td>
+      <td>9</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>noteheadBlack</td>
+      <td>247741</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>noteheadDiamondWhole</td>
+      <td>8</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>noteheadDoubleWholeSquare</td>
+      <td>3</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>noteheadHalf</td>
+      <td>8648</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>noteheadTriangleUpBlack</td>
+      <td>27</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>noteheadTriangleUpHalf</td>
+      <td>3</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>noteheadWhole</td>
+      <td>1502</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>noteheadXBlack</td>
+      <td>81</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>ornamentMordent</td>
+      <td>7</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>ornamentTrill</td>
+      <td>58</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>ornamentTurn</td>
+      <td>6</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>rest</td>
+      <td>4</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>rest16th</td>
+      <td>29411</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>rest32nd</td>
+      <td>10218</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>rest64th</td>
+      <td>4</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>rest8th</td>
+      <td>24124</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>restHalf</td>
+      <td>1376</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>restQuarter</td>
+      <td>13223</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>restWhole</td>
+      <td>14382</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>slur</td>
+      <td>13928</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>stem</td>
+      <td>227889</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>systemicBarline</td>
+      <td>2078</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>tie</td>
+      <td>8626</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSig1</td>
+      <td>2</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSig2</td>
+      <td>1084</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSig3</td>
+      <td>1203</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSig4</td>
+      <td>2674</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSig5</td>
+      <td>507</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSig6</td>
+      <td>246</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSig7</td>
+      <td>125</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSig8</td>
+      <td>1661</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSig9</td>
+      <td>79</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSigCommon</td>
+      <td>206</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSigCutCommon</td>
+      <td>113</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>timeSignatureComponent</td>
+      <td>443</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>tupletBracket</td>
+      <td>4970</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>tupletText</td>
+      <td>4900</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+    </tr>
+    <tr>
+      <td>unpitchedPercussionClef1</td>
+      <td>223</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+    <tr>
+      <td>wiggleTrill</td>
+      <td>45</td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td>x</td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+      <td> </td>
+    </tr>
+  </tbody>
+</table>
+
+<table>
+  <thead>
+    <tr>
+      <th style="text-align: left">head1</th>
+      <th style="text-align: left">head two</th>
+      <th style="text-align: left">three</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good swedish fish</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">out of stock</td>
+      <td style="text-align: left">good and plenty</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
+      <td style="text-align: left">hmm</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
+      <td style="text-align: left">yumm</td>
+    </tr>
+  </tbody>
+</table>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,2154 @@
+I"j
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/Dorico_Logo.png" alt="Dorico-test" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"3
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"x
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li><a href="dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#combining">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="#preparation">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="#publication">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="#managment">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a id="dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a id="MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,103 @@
+I"
!<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br />
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2289 @@
+I"�

<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th> </th>
+        <th> </th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<table>
+  <thead>
+    <tr>
+      <th style="text-align: left">head1</th>
+      <th style="text-align: left">head two</th>
+      <th style="text-align: left">three</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good swedish fish</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">out of stock</td>
+      <td style="text-align: left">good and plenty</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
+      <td style="text-align: left">hmm</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
+      <td style="text-align: left">yumm</td>
+    </tr>
+  </tbody>
+</table>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,2257 @@
+I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th> </th>
+        <th> </th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>\color{black} wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2163 @@
+I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li><a href="dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#combining">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="#preparation">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="#publication">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="#managment">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a id="dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a id="MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="-initial-data-collection-"><a id="collection"> Initial Data Collection </a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="-data-preparation-and-analysis-"><a id="preparation"> Data Preparation and analysis </a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="-publication-and-sharing-"><a id="publication"> Publication and Sharing </a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="-long-term-management-"><a id="managment"> Long-term Management </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+ <img src="/assets/img/notehead.png" alt="notehead" /></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<p><img src="/assets/img/clef.png" alt="clef" /></p>
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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@@ -0,0 +1,83 @@
+I"8<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p><img src="/assets/img/notehead.png" alt="Dorico-project" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
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--- /dev/null
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@@ -0,0 +1,201 @@
+I"tU<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2 @@
+I"
+:EF
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diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/e5/74468e5a751248cfad64f2e8c021858e85d97da3bedd101701e514f573968d b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/e5/74468e5a751248cfad64f2e8c021858e85d97da3bedd101701e514f573968d
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@@ -0,0 +1,78 @@
+I"m<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-test" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/e9/f972c2728e297714308991c9b321f816260075283ce115b5cafa4a52f82702 b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/e9/f972c2728e297714308991c9b321f816260075283ce115b5cafa4a52f82702
new file mode 100644
index 0000000000..1e9a330a69
--- /dev/null
+++ b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/e9/f972c2728e297714308991c9b321f816260075283ce115b5cafa4a52f82702
@@ -0,0 +1,165 @@
+I"8D<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"+
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a id="OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
+
+<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+<img src="/assets/img/bbox.png" alt="bbox" /></p>
+
+<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a id="Images-of-scores"> Images of scores </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
+
+<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
+
+<p><a id="MIDI"> MIDI </a></p>
+
+<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
+
+<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
+<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
+<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
+   <span class="nt">&lt;meiHead&gt;</span>
+      <span class="nt">&lt;fileDesc&gt;</span>
+         <span class="nt">&lt;titleStmt&gt;</span>
+            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
+            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
+         <span class="nt">&lt;/titleStmt&gt;</span>
+         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
+         <span class="nt">&lt;/pubStmt&gt;</span>
+      <span class="nt">&lt;/fileDesc&gt;</span>
+      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
+         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
+               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
+            <span class="nt">&lt;/application&gt;</span>
+         <span class="nt">&lt;/appInfo&gt;</span>
+      <span class="nt">&lt;/encodingDesc&gt;</span>
+   <span class="nt">&lt;/meiHead&gt;</span>
+   <span class="nt">&lt;music&gt;</span>
+      <span class="nt">&lt;body&gt;</span>
+         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
+            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
+               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
+                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
+                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
+                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
+                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
+                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
+                     <span class="nt">&lt;/staffDef&gt;</span>
+                  <span class="nt">&lt;/staffGrp&gt;</span>
+               <span class="nt">&lt;/scoreDef&gt;</span>
+...
+      <span class="nt">&lt;/body&gt;</span>
+   <span class="nt">&lt;/music&gt;</span>
+<span class="nt">&lt;/mei&gt;</span>
+</code></pre></div></div>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
+
+<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
+
+<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
+
+<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
+
+<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
+
+<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
+
+<p>The number of classes in the dataset is 94 as shown in the image below. 
+<img src="/assets/img/classes.png" alt="classes" /></p>
+
+<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
+
+<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
+
+<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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@@ -0,0 +1,2086 @@
+I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
+
+<div class="table-wrapper">
+
+  <table>
+    <thead>
+      <tr>
+        <th>Class</th>
+        <th>Frequency</th>
+        <th>dorico_event_id</th>
+        <th>clef_type</th>
+        <th>clef_hotspot</th>
+        <th>lef_required_stave_lines</th>
+        <th>clef_stave_position</th>
+        <th>staff_id</th>
+        <th>dorico_event_ids</th>
+        <th>grace_note</th>
+        <th>duration_beats</th>
+        <th>onset_beats</th>
+        <th>pitch_octave</th>
+        <th>midi_pitch_code</th>
+        <th>normalized_pitch_step</th>
+        <th>time_signature_description</th>
+        <th>text</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>accidentalDoubleFlat</td>
+        <td>244</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalDoubleSharp</td>
+        <td>330</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalFlat</td>
+        <td>12705</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaFlat</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalKomaSharp</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalNatural</td>
+        <td>11137</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneFlatStein</td>
+        <td>162</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalQuarterToneSharpStein</td>
+        <td>191</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalSharp</td>
+        <td>12908</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalThreeQuarterTonesSharpStein</td>
+        <td>27</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleFlat</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>accidentalTripleSharp</td>
+        <td>1</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentAbove</td>
+        <td>1477</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articAccentBelow</td>
+        <td>1916</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoAbove</td>
+        <td>278</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articMarcatoBelow</td>
+        <td>34</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoAbove</td>
+        <td>536</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatissimoBelow</td>
+        <td>414</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoAbove</td>
+        <td>5018</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articStaccatoBelow</td>
+        <td>6108</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoAbove</td>
+        <td>823</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>articTenutoBelow</td>
+        <td>735</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>augmentationDot</td>
+        <td>2762</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>barline</td>
+        <td>28142</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>beam</td>
+        <td>52539</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>cClef</td>
+        <td>1161</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFF</td>
+        <td>242</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFF</td>
+        <td>88</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFFFF</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForte</td>
+        <td>777</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicFortePiano</td>
+        <td>60</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicForzando</td>
+        <td>35</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMF</td>
+        <td>1803</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicMP</td>
+        <td>185</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPiano</td>
+        <td>3987</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPP</td>
+        <td>1807</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPP</td>
+        <td>93</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicPPPP</td>
+        <td>13</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicRinforzando2</td>
+        <td>5</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzato</td>
+        <td>236</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicSforzatoFF</td>
+        <td>6</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>dynamicText</td>
+        <td>110</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>fClef</td>
+        <td>3543</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thDown</td>
+        <td>430</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag16thUp</td>
+        <td>18245</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndDown</td>
+        <td>31</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag32ndUp</td>
+        <td>7264</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag64thUp</td>
+        <td>10</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thDown</td>
+        <td>3672</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>flag8thUp</td>
+        <td>8113</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gClef</td>
+        <td>12278</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>gradualDynamic</td>
+        <td>7084</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>kStaffLine</td>
+        <td>160426</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>mensuralNoteheadMinimaWhite</td>
+        <td>9</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadBlack</td>
+        <td>247741</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDiamondWhole</td>
+        <td>8</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadDoubleWholeSquare</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadHalf</td>
+        <td>8648</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpBlack</td>
+        <td>27</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadTriangleUpHalf</td>
+        <td>3</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadWhole</td>
+        <td>1502</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>noteheadXBlack</td>
+        <td>81</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentMordent</td>
+        <td>7</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTrill</td>
+        <td>58</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>ornamentTurn</td>
+        <td>6</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest16th</td>
+        <td>29411</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest32nd</td>
+        <td>10218</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest64th</td>
+        <td>4</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>rest8th</td>
+        <td>24124</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restHalf</td>
+        <td>1376</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restQuarter</td>
+        <td>13223</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>restWhole</td>
+        <td>14382</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>slur</td>
+        <td>13928</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>stem</td>
+        <td>227889</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>systemicBarline</td>
+        <td>2078</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tie</td>
+        <td>8626</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig1</td>
+        <td>2</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig2</td>
+        <td>1084</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig3</td>
+        <td>1203</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig4</td>
+        <td>2674</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig5</td>
+        <td>507</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig6</td>
+        <td>246</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig7</td>
+        <td>125</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig8</td>
+        <td>1661</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSig9</td>
+        <td>79</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCommon</td>
+        <td>206</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSigCutCommon</td>
+        <td>113</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>timeSignatureComponent</td>
+        <td>443</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletBracket</td>
+        <td>4970</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>tupletText</td>
+        <td>4900</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+      </tr>
+      <tr>
+        <td>unpitchedPercussionClef1</td>
+        <td>223</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td>wiggleTrill</td>
+        <td>45</td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td>x</td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+      <tr>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+        <td> </td>
+      </tr>
+    </tbody>
+  </table>
+
+</div>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
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+I"� <ul>
+  <li><a href="www.elonashatri.co.uk">Personal Website</a></li>
+  <li><a href="http://eecs.qmul.ac.uk/profiles/shatrielona-1.html">School Page</a></li>
+  <li><a href="https://medium.com/@e.shatri1">Medium</a></li>
+</ul>
+
+<p>Hello there!</p>
+
+<p>I’m a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of Centre for Digital Music (C4DM) research group at Queen Mary University of London.</p>
+
+<p>My research interest is mainly Optial Music Recogntion as well as other MIR related subfields. My goal is to have computers read sheet music computationally. I started working in this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH with which we collaborate closely.</p>
+
+<p>My work focuses on how can we bring new machine learning solutions to the field of OMR and achieve an end-to-end solution to the problem.</p>
+
+<p>Optical Music Recognition (OMR) is concerned with digitizing music sheets into a machine-readable format. Being able to compose, transcribe and edit music by means of taking a picture of a music sheet, would put musician?s workload at ease. Such automation would allow musicians to use search-ability and to perform quantitative measures in the musical pieces. This problem comes down to a simple, how can computers be made to read music. The output to this process being a machine-readable file such as MIDI, MusicXML, MEI files. The objective is outputting semantic mark-up identifying as many notational elements as possible, along with the relationship to their position in the original image.</p>
+
+<p>Prior solutions have used algorithmic approaches and have involved layers of algorithmic rules applied to traditional feature detection techniques such as edge detection. One of the approaches we want to further investigate is using deep neural networks to solve the problem. Before going into this step another very important processing should be performed, that is, tackling the quality of the input picture of the music sheet. Image preprocessing steps are to be taken which will later help in the training step.</p>
+
+<p>An OMR pipeline should be able to capture the right position and the relationships between two notes and its distinctive features. Pacha et al. (2018) proposed an end-to-end trainable object detector that can detect almost the full vocabulary of modern music notation in handwritten scores. Using deep convolutional networks in a dataset with symbol-level notations they achieve a mean average precision up to 80 %.</p>
+
+<p>The OMR pipeline has four main blocks, and we want to tackle them one by one, using a deep learning technique and compare to the already existing techniques. If the DL techniques show improvements, then an end-to-end network is the final goal of our work. Since the existing datasets do not offer enough classes and data, the first step for use would be data augmentation. This will be done using the digitized musical sheets from music notation software Dorico, having this way a ground truth. These sheets will be subject to image degradation techniques, using the depredated images as inputs in our pipeline. The next step would be designing the methodology for object recognition and reconstruction using the deep neural network approach.</p>
+
+<h2 id="doremi-dataset"><a href="./doremi-dataset.html">DoReMi Dataset</a></h2>
+<p>We recently published our DoReMi dataset at the <a href="https://sites.google.com/view/worms2021/home">3rd International Workshop on Reading Music Systems 2021</a>. We made our dataset available in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this page</a> open for anyone to use it, experiment with it and maybe suggesting new ways to represent these data.</p>
+
+<p>Documentation is also availabe in the same repository of the data release.</p>
+
+<h2 id="papers">Papers</h2>
+
+<ul>
+  <li><a href="https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf">Optical Music Recogntion: State of the Art and Major Challenges at TENOR2020-2021</a></li>
+  <li><a href="https://sites.google.com/view/worms2021/home">DoReMi: First glance at a universal OMR dataset - WoRMS2021</a></li>
+</ul>
+
+<h2 id="blogposts">Blogposts</h2>
+
+<ul>
+  <li><a href="https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01">What is Optical Music Recognition?</a></li>
+  <li><a href="https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a">A review on Super-Resolution</a></li>
+  <li><a href="https://towardsdatascience.com/a-review-of-generative-adversarial-networks-9af21e94bda4">A review of Generative Adversarial Networks</a></li>
+  <li><a href="https://towardsdatascience.com/optical-music-recognition-state-of-the-art-and-major-challenges-aa100923c78d">Optical Music Recognition: State of the Art and Major Challenges</a></li>
+</ul>
+
+<h2 id="teaching">Teaching</h2>
+
+<h3 id="machine-learning-postgraduate-2020">Machine Learning (Postgraduate) 2020</h3>
+<p>The aim of the module is to give students an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow them to apply such methods in a range of areas.</p>
+
+<h3 id="machine-learning-for-visual-data-analysis-postgraduate-2021">Machine Learning for Visual Data Analysis (Postgraduate) 2021</h3>
+<p>The module will cover the following topics: The Discrete Fourier Transform and the frequency content of images. The design and use of Gabor filters. Principal Component Analysis for denoising and compression. Unsupervised classification via feature space clustering. Texture segmentation with Gabor filters.</p>
+
+<h3 id="rmri-research-methods-and-responsible-methods-postgraduate-2020">RMRI Research Methods and Responsible Methods (Postgraduate) 2020</h3>
+
+<p>This module will teach generic high-level research and transferable skills applicable to pure and applied research in computer science and engineering. The module fosters the development of practical understanding of established approaches, methods and techniques of research; conceptual understanding that enables critical and rigorous evaluation of research; ability to communicate ideas and conclusions logically and fluently in both written and oral contexts.</p>
+
+<h2 id="affiliations">Affiliations</h2>
+
+<ul>
+  <li><a href="https://aim.qmul.ac.uk/">UKRI Centre for Doctoral Training in Artificial Intelligence and Music</a></li>
+  <li><a href="http://c4dm.eecs.qmul.ac.uk/">Centre for Digital Msusic</a></li>
+  <li><a href="http://cis.eecs.qmul.ac.uk/">Centre for Intelligent Sensing</a></li>
+  <li><a href="https://www.steinberg.net/en/home.html">Steinberg</a></li>
+</ul>
+
+<h2 id="education">Education</h2>
+
+<ul>
+  <li>
+    <p>2019 - Currently Ph.D. on Optical Music Recognition - Queen Mary University of London</p>
+  </li>
+  <li>
+    <p>2017 - 2019 MSc in Information Systems and Applications - National Tsing Hua University</p>
+  </li>
+  <li>
+    <p>2013 - 2017 BSc in Telecommunications: Faculty of Electrical and Computer Engineering, University of Prishtina</p>
+  </li>
+</ul>
+
+<!-- ##### Header 5
+
+1.  This is an ordered list following a header.
+2.  This is an ordered list following a header.
+3.  This is an ordered list following a header.
+
+###### Header 6
+
+| head1        | head two          | three |
+|:-------------|:------------------|:------|
+| ok           | good swedish fish | nice  |
+| out of stock | good and plenty   | nice  |
+| ok           | good `oreos`      | hmm   |
+| ok           | good `zoute` drop | yumm  |
+
+### There's a horizontal rule below this.
+
+* * *
+
+### Here is an unordered list:
+
+*   Item foo
+*   Item bar
+*   Item baz
+*   Item zip
+
+### And an ordered list:
+
+1.  Item one
+1.  Item two
+1.  Item three
+1.  Item four
+
+### And a nested list:
+
+- level 1 item
+  - level 2 item
+  - level 2 item
+    - level 3 item
+    - level 3 item
+- level 1 item
+  - level 2 item
+  - level 2 item
+  - level 2 item
+- level 1 item
+  - level 2 item
+  - level 2 item
+- level 1 item
+
+### Small image
+
+![Octocat](https://github.githubassets.com/images/icons/emoji/octocat.png)
+
+### Large image
+
+![Branching](https://guides.github.com/activities/hello-world/branching.png)
+
+
+### Definition lists can be used with HTML syntax. -->
+
+<h2 id="contact">Contact</h2>
+<ul>
+  <li>e.shatri1@gmail.com</li>
+  <li>e.shatri@qmul.ac.uk</li>
+</ul>
+:ET
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@@ -0,0 +1,291 @@
+I"�g<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
+
+<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
+
+<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
+
+<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
+
+<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
+<ul>
+  <li>Dorico project</li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
+</ul>
+
+<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
+<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
+<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
+<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
+
+<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
+
+<p>In this section, I will explain the data types and formats we have decided to use.</p>
+
+<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
+
+<p>This dataset has the following six types of data:</p>
+
+<ul>
+  <li><a href="#dorico-project">Dorico project</a></li>
+  <li><a href="#MusicXML">MusicXML</a></li>
+  <li><a href="#OMR-metadata">OMR metadata</a></li>
+  <li><a href="#Images-of-scores">Images of scores</a></li>
+  <li><a href="#MIDI">MIDI</a></li>
+  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
+</ul>
+
+<p>The following respective data formats:</p>
+<ul>
+  <li>Dorico</li>
+  <li>MusicXML</li>
+  <li>XML</li>
+  <li>PNG</li>
+  <li>MIDI</li>
+  <li>MEI</li>
+</ul>
+
+<p>Let’s start by explaining each one of the data types and what they contain:</p>
+
+<p><a href="#dorico-project"> Dorico project </a>
+<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
+
+<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
+
+<p><a href="#MusicXML">  MusicXML </a></p>
+
+<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
+More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
+<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
+<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
+  <span class="nt">&lt;work&gt;</span>
+    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
+  <span class="nt">&lt;/work&gt;</span>
+  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
+  <span class="nt">&lt;identification&gt;</span>
+    <span class="nt">&lt;encoding&gt;</span>
+      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
+      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
+    <span class="nt">&lt;/encoding&gt;</span>
+  <span class="nt">&lt;/identification&gt;</span>
+  <span class="nt">&lt;part-list&gt;</span>
+    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
+    <span class="nt">&lt;/score-part&gt;</span>
+  <span class="nt">&lt;/part-list&gt;</span>
+  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
+    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+      <span class="nt">&lt;attributes&gt;</span>
+        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
+        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
+          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
+          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
+        <span class="nt">&lt;/key&gt;</span>
+        <span class="nt">&lt;time&gt;</span>
+
+...
+
+  <span class="nt">&lt;/part&gt;</span>
+<span class="nt">&lt;/score-partwise&gt;</span>
+</code></pre></div></div>
+
+<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
+
+<p><a href="#OMR-metadata"> OMR metadata </a></p>
+
+<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
+
+<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
+
+<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
+
+<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
+<span class="nt">&lt;Pages&gt;</span>
+<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
+<span class="nt">&lt;Nodes&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+<span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+...
+<span class="nt">&lt;/Nodes&gt;</span>
+<span class="nt">&lt;/Page&gt;</span>
+<span class="nt">&lt;/Pages&gt;</span>
+</code></pre></div></div>
+
+<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br /></p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<p><!-- ![notehead](/assets/img/notehead.png) --></p>
+
+<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![clef](/assets/img/clef.png) -->
+
+<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br /></p>
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
+    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
+    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
+    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
+    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
+    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
+    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <span class="nt">&lt;Data&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
+        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
+    <span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+
+<!-- ![timesig](/assets/img/timesig.png) -->
+
+<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
+
+<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
+<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
+<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
+<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
+<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
+<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
+<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
+<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
+<span class="nt">&lt;Data&gt;</span>
+<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
+<span class="nt">&lt;/Data&gt;</span>
+<span class="nt">&lt;/Node&gt;</span>
+</code></pre></div></div>
+<!-- ![staffline](/assets/img/staff-line.png) -->
+
+<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
+
+<p><a href="./table-test.html">DoReMi table</a></p>
+
+<p>nil</p>
+
+<table>
+  
+</table>
+
+<table>
+  <thead>
+    <tr>
+      <th style="text-align: left">head1</th>
+      <th style="text-align: left">head two</th>
+      <th style="text-align: left">three</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good swedish fish</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">out of stock</td>
+      <td style="text-align: left">good and plenty</td>
+      <td style="text-align: left">nice</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
+      <td style="text-align: left">hmm</td>
+    </tr>
+    <tr>
+      <td style="text-align: left">ok</td>
+      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
+      <td style="text-align: left">yumm</td>
+    </tr>
+  </tbody>
+</table>
+
+<p><a href="#Images-of-scores"> OMR metadata </a></p>
+
+<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
+
+<p><a href="#MIDI"> MIDI </a></p>
+
+<p>MIDI files are exported directly from Dorico.</p>
+
+<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
+
+<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
+
+<p><a href="./">back</a></p>
+:ET
\ No newline at end of file
diff --git a/Gemfile b/Gemfile
index 7f4f5e950d..e6c48ca88f 100644
--- a/Gemfile
+++ b/Gemfile
@@ -3,3 +3,5 @@
 source 'https://rubygems.org'
 
 gemspec
+
+gem "jekyll-image-size", "~> 1.2"
diff --git a/_config.yml b/_config.yml
index 5a0f6ff650..8922878a84 100644
--- a/_config.yml
+++ b/_config.yml
@@ -4,3 +4,5 @@ description: Personal Website
 # show_downloads: true
 google_analytics:
 theme: jekyll-theme-minimal
+plugins:
+  - jekyll-image-size
diff --git a/_layouts/default.html b/_layouts/default.html
index 7889452012..0b31d90a3d 100644
--- a/_layouts/default.html
+++ b/_layouts/default.html
@@ -17,7 +17,7 @@
         <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
         
         {% if site.logo %}
-          <img src="/assets/img/elona.png" alt="Profile" >
+          <img src="/assets/img/elona.jpeg" alt="Profile" >
         {% endif %}
 
         <p>{{ site.description | default: site.github.project_tagline }}</p>
@@ -47,7 +47,7 @@ <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repo
         {% if site.github.is_project_page %}
         <p>This project is maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a></p>
         {% endif %}
-        <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p>
+        <!-- <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p> -->
       </footer>
     </div>
     <script src="{{ "/assets/js/scale.fix.js" | relative_url }}"></script>
diff --git a/_layouts/post-default.html b/_layouts/post-default.html
index 86f6e25cbd..7f8fec9b5b 100644
--- a/_layouts/post-default.html
+++ b/_layouts/post-default.html
@@ -26,7 +26,7 @@ <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repo
         {% if site.github.is_project_page %}
         <p>This project is maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a></p>
         {% endif %}
-        <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p>
+        <!-- <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p> -->
       </footer>
     </div>
     <script src="{{ "/assets/js/scale.fix.js" | relative_url }}"></script>
diff --git a/assets/css/style.scss b/assets/css/style.scss
index 0a14227a3e..33b4899fac 100644
--- a/assets/css/style.scss
+++ b/assets/css/style.scss
@@ -2,3 +2,6 @@
 ---
 
 @import "jekyll-theme-minimal";
+.table-wrapper {
+    overflow-x: scroll;
+  }
\ No newline at end of file
diff --git a/assets/img/Bartok - String Quartet 5 mvt 3-034.png b/assets/img/Bartok - String Quartet 5 mvt 3-034.png
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diff --git a/data/doremi_classes_attributes.csv b/data/doremi_classes_attributes.csv
new file mode 100644
index 0000000000..15d2566bc2
--- /dev/null
+++ b/data/doremi_classes_attributes.csv
@@ -0,0 +1,96 @@
+|Class| Frequency| dorico_event_id| clef_type| clef_hotspot| lef_required_stave_lines| clef_stave_position| staff_id| dorico_event_ids| grace_note| duration_beats| onset_beats| pitch_octave| midi_pitch_code| normalized_pitch_step| time_signature_description| | | text|
+|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
+|accidentalDoubleFlat| 244| | | | | | x| | | | | | | | | | | |
+|accidentalDoubleSharp| 330| | | | | | x| | | | | | | | | | | |
+|accidentalFlat| 12705| | | | | | x| | | | | | | | | | | |
+|accidentalKomaFlat| 5| | | | | | x| | | | | | | | | | | |
+|accidentalKomaSharp| 5| | | | | | x| | | | | | | | | | | |
+|accidentalNatural| 11137| | | | | | x| | | | | | | | | | | |
+|accidentalQuarterToneFlatStein| 162| | | | | | x| | | | | | | | | | | |
+|accidentalQuarterToneSharpStein| 191| | | | | | x| | | | | | | | | | | |
+|accidentalSharp| 12908| | | | | | x| | | | | | | | | | | |
+|accidentalThreeQuarterTonesFlatZimmermann| 1| | | | | | x| | | | | | | | | | | |
+|accidentalThreeQuarterTonesSharpStein| 27| | | | | | x| | | | | | | | | | | |
+|accidentalTripleFlat| 1| | | | | | x| | | | | | | | | | | |
+|accidentalTripleSharp| 1| | | | | | x| | | | | | | | | | | |
+|articAccentAbove| 1477| | | | | | x| | | | | | | | | | | |
+|articAccentBelow| 1916| | | | | | x| | | | | | | | | | | |
+|articMarcatoAbove| 278| | | | | | x| | | | | | | | | | | |
+|articMarcatoBelow| 34| | | | | | x| | | | | | | | | | | |
+|articStaccatissimoAbove| 536| | | | | | x| | | | | | | | | | | |
+|articStaccatissimoBelow| 414| | | | | | x| | | | | | | | | | | |
+|articStaccatoAbove| 5018| | | | | | x| | | | | | | | | | | |
+|articStaccatoBelow| 6108| | | | | | x| | | | | | | | | | | |
+|articTenutoAbove| 823| | | | | | x| | | | | | | | | | | |
+|articTenutoBelow| 735| | | | | | x| | | | | | | | | | | |
+|augmentationDot| 2762| | | | | | | | | | | | | | | | | |
+|barline| 28142| | | | | | | | | | | | | | | | | |
+|beam| 52539| | | | | | x| x| | | | | | | | | | |
+|cClef| 1161| x| x| x| x| x| x| | | | | | | | | | | |
+|dynamicFF| 242| | | | | | x| | | | | | | | | | | |
+|dynamicFFF| 88| | | | | | x| | | | | | | | | | | |
+|dynamicFFFF| 4| | | | | | x| | | | | | | | | | | |
+|dynamicForte| 777| | | | | | x| | | | | | | | | | | |
+|dynamicFortePiano| 60| | | | | | x| | | | | | | | | | | |
+|dynamicForzando| 35| | | | | | x| | | | | | | | | | | |
+|dynamicMF| 1803| | | | | | x| | | | | | | | | | | |
+|dynamicMP| 185| | | | | | x| | | | | | | | | | | |
+|dynamicPiano| 3987| | | | | | x| | | | | | | | | | | |
+|dynamicPP| 1807| | | | | | x| | | | | | | | | | | |
+|dynamicPPP| 93| | | | | | x| | | | | | | | | | | |
+|dynamicPPPP| 13| | | | | | x| | | | | | | | | | | |
+|dynamicRinforzando2| 5| | | | | | x| | | | | | | | | | | |
+|dynamicSforzato| 236| | | | | | x| | | | | | | | | | | |
+|dynamicSforzatoFF| 6| | | | | | x| | | | | | | | | | | |
+|dynamicText| 110| | | | | | x| | | | | | | | | | | x|
+|fClef| 3543| x| x| x| x| x| x| | | | | | | | | | | |
+|flag16thDown| 430| | | | | | x| | x| | | | | | | | | |
+|flag16thUp| 18245| | | | | | x| | x| | | | | | | | | |
+|flag32ndDown| 31| | | | | | x| | x| | | | | | | | | |
+|flag32ndUp| 7264| | | | | | x| | x| | | | | | | | | |
+|flag64thUp| 10| | | | | | x| | x| | | | | | | | | |
+|flag8thDown| 3672| | | | | | x| | x| | | | | | | | | |
+|flag8thUp| 8113| | | | | | x| | x| | | | | | | | | |
+|gClef| 12278| x| x| x| x| x| x| | | | | | | | | | | |
+|gradualDynamic| 7084| | | | | | x| | | | | | | | | | | |
+|kStaffLine| 160426| | | | | | x| | | | | | | | | | | |
+|mensuralNoteheadMinimaWhite| 9| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadBlack| 247741| x| | | | | x| | x| x| x| x| x| x| | | | |
+|noteheadDiamondWhole| 8| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadDoubleWholeSquare| 3| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadHalf| 8648| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadTriangleUpBlack| 27| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadTriangleUpHalf| 3| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadWhole| 1502| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadXBlack| 81| x| | | | | x| | | x| x| x| x| x| | | | |
+|ornamentMordent| 7| x| | | | | x| | | | | | | | | | | |
+|ornamentTrill| 58| x| | | | | x| | | | | | | | | | | |
+|ornamentTurn| 6| x| | | | | x| | | | | | | | | | | |
+|rest| 4| | | | | | | | | | | | | | | | | |
+|rest16th| 29411| | | | | | | | | | | | | | | | | |
+|rest32nd| 10218| | | | | | | | | | | | | | | | | |
+|rest64th| 4| | | | | | | | | | | | | | | | | |
+|rest8th| 24124| | | | | | | | | | | | | | | | | |
+|restHalf| 1376| | | | | | | | | | | | | | | | | |
+|restQuarter| 13223| | | | | | | | | | | | | | | | | |
+|restWhole| 14382| | | | | | | | | | | | | | | | | |
+|slur| 13928| x| | | | | x| | | | | | | | | | | |
+|stem| 227889| | | | | | x| | | | | | | | | | | |
+|systemicBarline| 2078| | | | | | | | | | | | | | | | | |
+|tie| 8626| x| | | | | x| | | | | | | | | | | |
+|timeSig1| 2| x| | | | | x| | | | | | | | x| | | |
+|timeSig2| 1084| x| | | | | x| | | | | | | | x| | | |
+|timeSig3| 1203| x| | | | | x| | | | | | | | x| | | |
+|timeSig4| 2674| x| | | | | x| | | | | | | | x| | | |
+|timeSig5| 507| x| | | | | x| | | | | | | | x| | | |
+|timeSig6| 246| x| | | | | x| | | | | | | | x| | | |
+|timeSig7| 125| x| | | | | x| | | | | | | | x| | | |
+|timeSig8| 1661| x| | | | | x| | | | | | | | x| | | |
+|timeSig9| 79| x| | | | | x| | | | | | | | x| | | |
+|timeSigCommon| 206| x| | | | | x| | | | | | | | x| | | |
+|timeSigCutCommon| 113| x| | | | | x| | | | | | | | x| | | |
+|timeSignatureComponent| 443| x| | | | | x| | | | | | | | x| | | |
+|tupletBracket| 4970| x| | | | | x| | | | | | | | | | | |
+|tupletText| 4900| x| | | | | x| | | | | | | | | | | x|
+|unpitchedPercussionClef1| 223| x| x| x| x| x| x| | | | | | | | | | | |
+|wiggleTrill| 45| x| | | | | x| | | | | | | | | | | |
\ No newline at end of file
diff --git a/doremi-dataset.md b/doremi-dataset.md
index e6ceac78dc..88f1c2cd22 100644
--- a/doremi-dataset.md
+++ b/doremi-dataset.md
@@ -4,29 +4,34 @@ layout: post-default
 
 # DoReMi - Data Collection Lifecycle Document
 
-This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well. 
+This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between [Steinberg's Dorico](https://new.steinberg.net/dorico/) team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well. 
+
+Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
+music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page. 
 
 ## [Discovery and Planning](#discovery-and-planning)
 
 ### [Data type and format](#Data-type-and-format)
-*   Dorico project
+*   [Dorico project](dorico-project)
 *   [MusicXML](#MusicXML)
 *   [OMR metadata](#OMR-metadata)
 *   [Images of scores](#Images-of-scores)
 *   [MIDI](#MIDI)
-*   [Combining DOReMi with Muscima++ and Deepscores]()
+*   [Combining DOReMi with Muscima++ and Deepscores](#combining)
 
-## [Initial Data Collection]()
-## [Data Preparation and analysis]()
-## [Publication and Sharing]()
-## [Long-term Management]()
+## [Initial Data Collection](#collection)
+## [Data Preparation and analysis](#preparation)
+## [Publication and Sharing](#publication)
+## [Long-term Management](#managment)
 
+<hr />
+<hr />
 
-##  <A href="#discovery-and-planning"> Discovery and Planning </A>
+##  <A id="discovery-and-planning"> Discovery and Planning </A>
 
 In this section, I will explain the data types and formats we have decided to use.
 
-### <A href="#Data-type-and-format"> Data type and format </A>
+### <A id="Data-type-and-format"> Data type and format </A>
 
 This dataset has the following six types of data:
 
@@ -47,37 +52,397 @@ The following respective data formats:
 
 Let’s start by explaining each one of the data types and what they contain:
 
-<A href="#dorico-project"> Dorico project </A>
-![Dorico-test](/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/Dorico_Logo.png)
+<A id="dorico-project"> Dorico project </A>
+![Dorico-project]({% link /assets/img/Dorico_Logo.png %})
+ 
 
 When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.
 
+![Dorico-soft]({% link /assets/img/Dorico-soft.png %})
 
-<A href="#MusicXML">  MusicXML </A> 
+<A id="MusicXML">  MusicXML </A> 
 
 MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
 More on how these files can be exported check <A href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </A>
+<br />
+<br />
+
+```xml
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd">
+<score-partwise version="3.1">
+  <work>
+    <work-title>beam groups 3</work-title>
+  </work>
+  <movement-title>beam groups 3</movement-title>
+  <identification>
+    <encoding>
+      <software>Dorico 4.0.0.5342</software>
+      <encoding-date>2021-06-14</encoding-date>
+    </encoding>
+  </identification>
+  <part-list>
+    <score-part id="P1">
+      <part-name>P 1</part-name>
+    </score-part>
+  </part-list>
+  <part id="P1">
+    <measure number="1">
+      <attributes>
+        <divisions>12</divisions>
+        <key number="1">
+          <fifths>0</fifths>
+          <mode>major</mode>
+        </key>
+        <time>
+
+...
+
+  </part>
+</score-partwise>
+```
+
+
+<!-- ![MusicXML-example]({% link /assets/img/musicXML.png %}) -->
+
+<A id="OMR-metadata"> OMR metadata </A> 
+
+Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. 
+
+In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
+![bbox]({% link /assets/img/bbox.png %})
+
+Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.
+
+OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object. 
+
+Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.
+
+<!-- ![unparsed-xml]({% link /assets/img/unparsed-xml.png %}) -->
+
+```xml
+<?xml version="1.0" encoding="utf-8"?>
+<Pages>
+<Page pageIndex="0">
+<Nodes>
+<Node>
+<Id>95</Id>
+<ClassName>timeSig4</ClassName>
+<Top>709</Top>
+<Left>386</Left>
+<Width>36</Width>
+<Height>42</Height>
+<Mask>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 </Mask>
+<Data>
+<DataItem key="dorico_event_id" type="int">904</DataItem>
+<DataItem key="time_signature_description" type="str">2/4 (q, 1+1)</DataItem>
+<DataItem key="staff_id" type="int">0</DataItem>
+</Data>
+</Node>
+<Node>
+<Id>94</Id>
+<ClassName>timeSig2</ClassName>
+<Top>666</Top>
+<Left>387</Left>
+<Width>34</Width>
+<Height>43</Height>
+<Mask>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 </Mask>
+<Data>
+<DataItem key="dorico_event_id" type="int">904</DataItem>
+<DataItem key="time_signature_description" type="str">2/4 (q, 1+1)</DataItem>
+<DataItem key="staff_id" type="int">0</DataItem>
+</Data>
+...
+</Nodes>
+</Page>
+</Pages>
+```
+
+ Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
+<br />
+<br />
+
+```xml
+<Node>
+<Id>504</Id>
+<ClassName>noteheadBlack</ClassName>
+<Top>466</Top>
+<Left>2236</Left>
+<Width>28</Width>
+<Height>24</Height>
+<Mask>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 </Mask>
+<Outlinks>541 559 571</Outlinks>
+<Data>
+<DataItem key="duration_beats" type="float">0.333333</DataItem>
+<DataItem key="onset_beats" type="float">47.666668</DataItem>
+<DataItem key="pitch_octave" type="int">4</DataItem>
+<DataItem key="midi_pitch_code" type="int">69</DataItem>
+<DataItem key="normalized_pitch_step" type="str">A</DataItem>
+<DataItem key="dorico_event_id" type="int">1120</DataItem>
+<DataItem key="staff_id" type="int">0</DataItem>
+</Data>
+</Node>
+```
+
+ <!-- ![notehead]({% link /assets/img/notehead.png %}) -->
+ 
+ For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.
+
+```xml
+<Node>
+<Id>93</Id>
+<ClassName>gClef</ClassName>
+<Top>638</Top>
+<Left>309</Left>
+<Width>56</Width>
+<Height>147</Height>
+<Mask>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 </Mask>
+<Data>
+<DataItem key="dorico_event_id" type="int">908</DataItem>
+<DataItem key="clef_type" type="str">kGClef</DataItem>
+<DataItem key="clef_hotspot" type="str">G4</DataItem>
+<DataItem key="clef_required_stave_lines" type="int">5</DataItem>
+<DataItem key="clef_stave_position" type="int">2</DataItem>
+<DataItem key="staff_id" type="int">0</DataItem>
+</Data>
+</Node>
+```
+<!-- ![clef]({% link /assets/img/clef.png %}) -->
+ 
+ Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
+<br />
+```xml
+<Node>
+    <Id>511</Id>
+    <ClassName>timeSig4</ClassName>
+    <Top>467</Top>
+    <Left>828</Left>
+    <Width>36</Width>   
+    <Height>42</Height>
+    <Mask>0:11 1:16 0:20 1:16 0:20 1:15 
+    ...
+    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
+    <Data>
+        <DataItem key="dorico_event_id" type="int">-1</DataItem>
+        <DataItem key="time_signature_description" type="str"/>
+    </Data>
+</Node>
+```
+
+<!-- ![timesig]({% link /assets/img/timesig.png %}) -->
+
+ Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have. 
+
+```xml
+<Node>
+<Id>69</Id>
+<ClassName>kStaffLine</ClassName>
+<Top>666</Top>
+<Left>299</Left>
+<Width>2001</Width>
+<Height>3</Height>
+<Mask>0:0 1:6003 </Mask>
+<Data>
+<DataItem key="staff_id" type="int">0</DataItem>
+</Data>
+</Node>
+```
+<!-- ![staffline]({% link /assets/img/staff-line.png %}) -->
+
+A detailed **table of what each objet includes for musical features** is shown below. Scroll right for all attributes.
+
+
+<div class="table-wrapper" markdown="block">
+
+| Class                                     | Frequency | dorico_event_id | clef_type | clef_hotspot | lef_required_stave_lines | clef_stave_position | staff_id | dorico_event_ids | grace_note | duration_beats | onset_beats | pitch_octave | midi_pitch_code | normalized_pitch_step | time_signature_description | text |
+|-------------------------------------------|-----------|-----------------|-----------|--------------|--------------------------|---------------------|----------|------------------|------------|----------------|-------------|--------------|-----------------|-----------------------|----------------------------|------|
+| accidentalDoubleFlat                      | 244       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalDoubleSharp                     | 330       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalFlat                            | 12705     |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalKomaFlat                        | 5         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalKomaSharp                       | 5         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalNatural                         | 11137     |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalQuarterToneFlatStein            | 162       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalQuarterToneSharpStein           | 191       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalSharp                           | 12908     |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalThreeQuarterTonesFlatZimmermann | 1         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalThreeQuarterTonesSharpStein     | 27        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalTripleFlat                      | 1         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| accidentalTripleSharp                     | 1         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articAccentAbove                          | 1477      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articAccentBelow                          | 1916      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articMarcatoAbove                         | 278       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articMarcatoBelow                         | 34        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articStaccatissimoAbove                   | 536       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articStaccatissimoBelow                   | 414       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articStaccatoAbove                        | 5018      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articStaccatoBelow                        | 6108      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articTenutoAbove                          | 823       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| articTenutoBelow                          | 735       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| augmentationDot                           | 2762      |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| barline                                   | 28142     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| beam                                      | 52539     |                 |           |              |                          |                     | x        | x                |            |                |             |              |                 |                       |                            |      |
+| cClef                                     | 1161      | x               | x         | x            | x                        | x                   | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicFF                                 | 242       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicFFF                                | 88        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicFFFF                               | 4         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicForte                              | 777       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicFortePiano                         | 60        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicForzando                           | 35        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicMF                                 | 1803      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicMP                                 | 185       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicPiano                              | 3987      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicPP                                 | 1807      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicPPP                                | 93        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicPPPP                               | 13        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicRinforzando2                       | 5         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicSforzato                           | 236       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicSforzatoFF                         | 6         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| dynamicText                               | 110       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            | x    |
+| fClef                                     | 3543      | x               | x         | x            | x                        | x                   | x        |                  |            |                |             |              |                 |                       |                            |      |
+| flag16thDown                              | 430       |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
+| flag16thUp                                | 18245     |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
+| flag32ndDown                              | 31        |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
+| flag32ndUp                                | 7264      |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
+| flag64thUp                                | 10        |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
+| flag8thDown                               | 3672      |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
+| flag8thUp                                 | 8113      |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
+| gClef                                     | 12278     | x               | x         | x            | x                        | x                   | x        |                  |            |                |             |              |                 |                       |                            |      |
+| gradualDynamic                            | 7084      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| kStaffLine                                | 160426    |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| mensuralNoteheadMinimaWhite               | 9         | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
+| noteheadBlack                             | 247741    | x               |           |              |                          |                     | x        |                  | x          | x              | x           | x            | x               | x                     |                            |      |
+| noteheadDiamondWhole                      | 8         | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
+| noteheadDoubleWholeSquare                 | 3         | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
+| noteheadHalf                              | 8648      | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
+| noteheadTriangleUpBlack                   | 27        | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
+| noteheadTriangleUpHalf                    | 3         | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
+| noteheadWhole                             | 1502      | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
+| noteheadXBlack                            | 81        | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
+| ornamentMordent                           | 7         | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| ornamentTrill                             | 58        | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| ornamentTurn                              | 6         | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| rest                                      | 4         |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| rest16th                                  | 29411     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| rest32nd                                  | 10218     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| rest64th                                  | 4         |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| rest8th                                   | 24124     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| restHalf                                  | 1376      |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| restQuarter                               | 13223     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| restWhole                                 | 14382     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| slur                                      | 13928     | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| stem                                      | 227889    |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| systemicBarline                           | 2078      |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+| tie                                       | 8626      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| timeSig1                                  | 2         | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSig2                                  | 1084      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSig3                                  | 1203      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSig4                                  | 2674      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSig5                                  | 507       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSig6                                  | 246       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSig7                                  | 125       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSig8                                  | 1661      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSig9                                  | 79        | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSigCommon                             | 206       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSigCutCommon                          | 113       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| timeSignatureComponent                    | 443       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
+| tupletBracket                             | 4970      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+| tupletText                                | 4900      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            | x    |
+| unpitchedPercussionClef1                  | 223       | x               | x         | x            | x                        | x                   | x        |                  |            |                |             |              |                 |                       |                            |      |
+| wiggleTrill                               | 45        | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
+|                                           |           |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
+
+</div>
+
+
+
+
+<A id="Images-of-scores"> Images of scores </A> 
+
+Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use. 
+
+![clef]({% link assets/img/Bartok - String Quartet 5 mvt 3-034.png %})
+
+
+<A id="MIDI"> MIDI </A> 
+
+MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.
+
+![Dorico-midi]({% link /assets/img/dorico-midi.png %})
+
+<A id="MEI"> Music Encoding Initiative (MEI) </A>
+
+Except for MusicXML for we go one step further to also providing its respective [Music Encoding Initiative (MEI)](https://music-encoding.org/) files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of "swing" or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains. 
+
+```xml
+<?xml version="1.0" encoding="UTF-8"?>
+<?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?>
+<?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?>
+<mei xmlns="http://www.music-encoding.org/ns/mei" meiversion="4.0.0">
+   <meiHead>
+      <fileDesc>
+         <titleStmt>
+            <title>beam groups 3</title>
+            <respStmt />
+         </titleStmt>
+         <pubStmt><date isodate="2021-06-14" type="encoding-date">2021-06-14</date>
+         </pubStmt>
+      </fileDesc>
+      <encodingDesc xml:id="encodingdesc-0000001420266469">
+         <appInfo xml:id="appinfo-0000001827384277">
+            <application xml:id="application-0000000862295293" isodate="2021-06-14T15:00:01" version="3.5.0-dev-118873d">
+               <name xml:id="name-0000002103025164">Verovio</name>
+               <p xml:id="p-0000001992846044">Transcoded from MusicXML</p>
+            </application>
+         </appInfo>
+      </encodingDesc>
+   </meiHead>
+   <music>
+      <body>
+         <mdiv xml:id="mdiv-0000001025466895">
+            <score xml:id="score-0000001308189520">
+               <scoreDef xml:id="scoredef-0000000993314183">
+                  <staffGrp xml:id="staffgrp-0000000471437396">
+                     <staffDef xml:id="P1" n="1" lines="5" ppq="12">
+                        <label xml:id="label-0000000781857015">P 1</label>
+                        <clef xml:id="clef-0000000149139464" shape="G" line="2" />
+                        <keySig xml:id="keysig-0000000931258970" mode="major" sig="0" />
+                        <meterSig xml:id="msig-0000002113427645" count="2" unit="4" />
+                     </staffDef>
+                  </staffGrp>
+               </scoreDef>
+...
+      </body>
+   </music>
+</mei>
+```
+
+
+
+## <A id="combining"> Combining DOReMi with Muscima++ and Deepscores </A>
+
+Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.
+
+## <A id="collection"> Initial Data Collection </A>
+
+The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases. 
 
-<A href="#OMR-metadata"> OMR metadata </A> 
-
-This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id. 
-
-<A href="#Images-of-scores"> OMR metadata </A> 
-
-Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. 
-
-<A href="#MIDI"> MIDI </A> 
-
-MIDI files are exported directly from Dorico. 
+The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs. 
 
+Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
+It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).
 
-<A href="#MEI"> Music Encoding Initiative (MEI) </A>
 
+## <A id="preparation"> Data Preparation and analysis </A>
 
-## <A href="#combining"> Combining DOReMi with Muscima++ and Deepscores </A>
+The number of classes in the dataset is 94 as shown in the image below. 
+![classes]({% link /assets/img/classes.png %})
 
 
+## <A id="publication"> Publication and Sharing </A>
 
+The dataset including only copy right free scores is already published in [this github release](https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0). 
 
+## <A id="managment"> Long-term Management </A>
 
 [back](./)
diff --git a/jekyll-theme-minimal.gemspec b/jekyll-theme-minimal.gemspec
index 1fa12907f1..99bb578102 100644
--- a/jekyll-theme-minimal.gemspec
+++ b/jekyll-theme-minimal.gemspec
@@ -1,11 +1,11 @@
 # frozen_string_literal: true
 
 Gem::Specification.new do |s|
-  s.name          = 'jekyll-theme-minimal'
+  s.name          = 'Elonashatri'
   s.version       = '0.1.1'
   s.license       = 'CC0-1.0'
   s.authors       = ['Elona Shatri', 'GitHub, Inc.']
-  s.email         = ['opensource+jekyll-theme-minimal@github.com']
+  s.email         = ['e.shatri@qmul.ac.uk']
   s.homepage      = 'https://github.com/pages-themes/minimal'
   s.summary       = ''
 
diff --git a/table-test.md b/table-test.md
new file mode 100644
index 0000000000..9cc4b6caee
--- /dev/null
+++ b/table-test.md
@@ -0,0 +1,8 @@
+---
+title: Table test
+---
+
+{{ site.github.data.doremi_classes_attributes }}
+
+{% assign row = site.github.data.doremi_classes_attributes[0] %}
+{{ row | inspect }}
\ No newline at end of file

From d64daf48084fff8d68ca18b6e4390251add0cce1 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Mon, 26 Jul 2021 13:24:05 +0200
Subject: [PATCH 32/63] worms blogpost

---
 .DS_Store        | Bin 0 -> 6148 bytes
 WoRMS2021.md     |  25 +++++++++++++++++++++++++
 assets/.DS_Store | Bin 0 -> 6148 bytes
 index.md         |   2 ++
 4 files changed, 27 insertions(+)
 create mode 100644 .DS_Store
 create mode 100644 WoRMS2021.md
 create mode 100644 assets/.DS_Store

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diff --git a/WoRMS2021.md b/WoRMS2021.md
new file mode 100644
index 0000000000..b09677a9e4
--- /dev/null
+++ b/WoRMS2021.md
@@ -0,0 +1,25 @@
+---
+layout: post-default
+---
+
+Third edition of The International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting last Friday 23rd of July. It brough together many researchers working in Optical Music Recogntion (OMR) and also from the industry. This edition 11 papers researching a broad list of topics in OMR were presented and a wonderful keynote from Anthony Wilkes (Organum Ltd) talking on The design of ReadScoreLib. 
+
+Below I will try to summarise some of the papers presnted. 
+
+[Hybrid Annotation Systems for Music Transcription by Ioannis Petros Samiotis, Christoph Lofi and Alessandro Bozzon](https://drive.google.com/file/d/17BdTUfU6Fk8qyrpxo6L-BGTqIhLvStL5/view)
+
+Dwells on the idea of bringing human annotation and automated methods together for music transcription. In other words how can a non-specialist carry out music transcription with careful task interaction using AI automated methods. Among 144 workers that excecuted taks in MTurk, those with formal knowledge in music were rare. Audio extracts of target music scores were offered to increase performance, espeially for short segments of one or two measures. For longer segments audio extracts have shown better results against textual measures, but a combiniation of the two was used as more preferable. 
+
+
+[Implementation and evaluation of a neural network for the recognition of handwritten melodies by Nils Wenzlitschke](https://drive.google.com/file/d/17Dp9gIjQPZVwSFJzKK8QA6Xjcgv894wj/view)
+
+This research came as a fruit of a current need of digital archiving and digitalization of music for the
+University Library of Regensburg. It evaluates if existing SOTA deep learning architecture is able to recognise handwritten monophonic scores for the purpose of digitalisation. The architecture presented, based on existing work, includes two neural networks: stave recognition network using autoecnoders and an end-to-end note recogntion using convolutional recurrent networks. One limitation mentioned is the amount of annotated data available for this research. 
+
+
+[DoReMi: First glance at a universal OMR dataset by Elona Shatri and George Fazekas	](https://scholar.google.com/scholar_url?url=https://arxiv.org/abs/2107.07786&hl=en&sa=T&oi=gsb&ct=res&cd=0&d=14810089764046134622&ei=zZr-YJCFNYqImgHdz7SYBQ&scisig=AAGBfm3Isc8XU8MWS1mRRgnn5ctiET7y8g)
+
+We were also part of this workshop presenting our work in our newly published dataset DoReMi. 
+
+
+[back](./)
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diff --git a/index.md b/index.md
index eeb445175c..1e7b6055bc 100644
--- a/index.md
+++ b/index.md
@@ -39,6 +39,8 @@ Documentation is also availabe in the same repository of the data release.
 
 ## Blogposts
 
+* [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
+
 *   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
 *   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)
 *   [A review of Generative Adversarial Networks](https://towardsdatascience.com/a-review-of-generative-adversarial-networks-9af21e94bda4)

From d464e609a0dd5b8dfb887090480ea57ea98ce2a5 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Mon, 26 Jul 2021 13:27:23 +0200
Subject: [PATCH 33/63] img

---
 WoRMS2021.md             |   1 +
 assets/img/worms2021.png | Bin 0 -> 566253 bytes
 2 files changed, 1 insertion(+)
 create mode 100644 assets/img/worms2021.png

diff --git a/WoRMS2021.md b/WoRMS2021.md
index b09677a9e4..3c4cce72c7 100644
--- a/WoRMS2021.md
+++ b/WoRMS2021.md
@@ -1,6 +1,7 @@
 ---
 layout: post-default
 ---
+![worms2021]({% link /assets/img/worms2021.png %})
 
 Third edition of The International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting last Friday 23rd of July. It brough together many researchers working in Optical Music Recogntion (OMR) and also from the industry. This edition 11 papers researching a broad list of topics in OMR were presented and a wonderful keynote from Anthony Wilkes (Organum Ltd) talking on The design of ReadScoreLib. 
 
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From 0ab25b98b924fc87c0f04d8ea8ebe3d2096d1b95 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 3 Aug 2021 16:43:23 +0200
Subject: [PATCH 34/63] Update WoRMS2021.md

---
 WoRMS2021.md | 40 +++++++++++++++++++++++++++++++++-------
 1 file changed, 33 insertions(+), 7 deletions(-)

diff --git a/WoRMS2021.md b/WoRMS2021.md
index 3c4cce72c7..4c3d806a2a 100644
--- a/WoRMS2021.md
+++ b/WoRMS2021.md
@@ -3,24 +3,50 @@ layout: post-default
 ---
 ![worms2021]({% link /assets/img/worms2021.png %})
 
-Third edition of The International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting last Friday 23rd of July. It brough together many researchers working in Optical Music Recogntion (OMR) and also from the industry. This edition 11 papers researching a broad list of topics in OMR were presented and a wonderful keynote from Anthony Wilkes (Organum Ltd) talking on The design of ReadScoreLib. 
+The third edition of The International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting last Friday, 23rd of July. It brought together many researchers working in Optical Music Recognition (OMR) and also from the industry. This edition 11 papers researching a broad list of topics in OMR were presented, and an outstanding keynote from Anthony Wilkes (Organum Ltd) was talking on The design of ReadScoreLib. 
 
-Below I will try to summarise some of the papers presnted. 
+Below I will try to summarise some of the papers presented. 
 
 [Hybrid Annotation Systems for Music Transcription by Ioannis Petros Samiotis, Christoph Lofi and Alessandro Bozzon](https://drive.google.com/file/d/17BdTUfU6Fk8qyrpxo6L-BGTqIhLvStL5/view)
 
-Dwells on the idea of bringing human annotation and automated methods together for music transcription. In other words how can a non-specialist carry out music transcription with careful task interaction using AI automated methods. Among 144 workers that excecuted taks in MTurk, those with formal knowledge in music were rare. Audio extracts of target music scores were offered to increase performance, espeially for short segments of one or two measures. For longer segments audio extracts have shown better results against textual measures, but a combiniation of the two was used as more preferable. 
+Dwells on the idea of bringing human annotation and automated methods together for music transcription. In other words, how can a non-specialist carry out music transcription with careful task interaction using AI automated methods. Among 144 workers that executed tasks in MTurk, those with formal knowledge in music were rare. Audio extracts of target music scores were offered to increase performance, especially for short segments of one or two measures. For longer segments, audio extracts have shown better results against textual measures, but a combination of the two was used as more preferable. 
 
 
 [Implementation and evaluation of a neural network for the recognition of handwritten melodies by Nils Wenzlitschke](https://drive.google.com/file/d/17Dp9gIjQPZVwSFJzKK8QA6Xjcgv894wj/view)
 
-This research came as a fruit of a current need of digital archiving and digitalization of music for the
-University Library of Regensburg. It evaluates if existing SOTA deep learning architecture is able to recognise handwritten monophonic scores for the purpose of digitalisation. The architecture presented, based on existing work, includes two neural networks: stave recognition network using autoecnoders and an end-to-end note recogntion using convolutional recurrent networks. One limitation mentioned is the amount of annotated data available for this research. 
+This research came as a fruit of a current need for digital archiving and digitalisation of music for the
+University Library of Regensburg. It evaluates if the existing SOTA deep learning architecture is able to recognise handwritten monophonic scores for the purpose of digitalisation. Based on existing work, the architecture includes two neural networks: a stave recognition network using autoencoders and an end-to-end note recognition using recurrent convolutional networks. One limitation mentioned is the amount of annotated data available for this research. 
 
 
-[DoReMi: First glance at a universal OMR dataset by Elona Shatri and George Fazekas	](https://scholar.google.com/scholar_url?url=https://arxiv.org/abs/2107.07786&hl=en&sa=T&oi=gsb&ct=res&cd=0&d=14810089764046134622&ei=zZr-YJCFNYqImgHdz7SYBQ&scisig=AAGBfm3Isc8XU8MWS1mRRgnn5ctiET7y8g)
+[DoReMi: First glance at a universal OMR dataset by Elona Shatri and George Fazekas ](https://scholar.google.com/scholar_url?url=https://arxiv.org/abs/2107.07786&hl=en&sa=T&oi=gsb&ct=res&cd=0&d=14810089764046134622&ei=zZr-YJCFNYqImgHdz7SYBQ&scisig=AAGBfm3Isc8XU8MWS1mRRgnn5ctiET7y8g)
+
+We were also part of this workshop presenting our work in our newly published dataset DoReMi. We presented some of the challenges the lack of a well-annotated, that supports more than one stage of OMR poses and how DoReMi moves closer to such dataset. Furthermore, statistics on the dataset and baseline experiments on object detection using Faster R-CNN models. 
+
+[The Challenge of Reconstructing Digits in Music Scores by Alexander Pacha](https://drive.google.com/file/d/10uUCaORERAzD-ISSm6FUeNNOOzrTRDzF/view)
+
+Pacha presented some focused research he is currently conducting at e[note](https://enote.com/index) in recognising and reconstructing the digit elements in sheet music. He shows the main challenges posed by the ambiguity of the variations in their classes, their contextual nature and more computer vision issues. He then shows the results in using deep learning to recognise digits. The network was trained in synthetic samples and achieved a validation accuracy of 95%, which does not live it up in real-world scores. To address it was fine tunned on 7000 manually annotated real scores, but yet again, accuracy does not reach 60%. In the end, this opened up a long discussion in the workshop on why does this happen and the ways to tackle it. 
+
+[Detecting Staves and Measures in Music Scores with Deep Learning](https://drive.google.com/file/d/1uSIrbiLrx1RfXEV86STS7XRuwJoa34O7/view)
+
+This paper investigates strategies of detecting measures, staves and system measures using machine learning. That is to aid the detection of structural elements as a basis for an OMR system. A neural network is trained in handwritten music scores to generate annotations for typeset music. Detectron2 was used as a framework and Faster R-CNNs as a model to predict the bounding boxes in images. The datasets used for training were MUSCIMA++ and AudioLabs datasets. They applied the model in three settings: single class models (system measures, stave measures, staves), two class models (system measures & staves) and three class models (system measures & stave measures & staves). The first setting is performing best. However, considering that that model lacks diversity, it might not work well for every kind of sheet music. 
+
+[Unsupervised Neural Document Analysis for Music Score Images](https://drive.google.com/file/d/1ZBRaOwsTkdOUo6sfm9xdQPuPMNyM89ho/view)
+
+Given the lack of large training annotated set, this study suggests using Domain Adaptation (DA) based on adversarial training. The propose combining DA and Selectional Auto-Encoders for unsupervised document analysis. They utilise three corpora manually labelled for the layers: SALZINNES, EINSIEDELN and CAPITAN, and using F-score as an evaluation metric. Results obtained show the proposed method slightly improves state-of-the-art, but such adaptation should not be carried out in every type of layer. 
+
+[Multimodal Audio and Image Music Transcription](https://drive.google.com/file/d/1ZDlU0WDmqC4-37s2gkCf2nOAt4Z5Ow-S/view)
+
+This paper draws attention to Optical Music Recognition (OMR) and Automatic Music Transcription (AMT) similarities and exploits them to assist each field. The paper presents a proof-of-concept that combines end-to-end AMT and OMR systems predictions over a set of monophonic scores. Using Symbol Error Rate (SER), they show that a fusion model of the two can slightly improve the error rate in OMR.
+
+[Sequential Next-Symbol Prediction for Optical Music Recognition](https://drive.google.com/file/d/1o4zm_fx_Fa7zclWkqgbVLx2x3DuvZidz/view)
+
+This study proposes to address the lack of large training sets with a sequential classification-based approach for music scores. That is by predicting the symbol locations and their respective music-notation label using Convolutional Neural Networks (CNN). 
+
+[Completing Optical Music Recognition with Agnostic Transcription and Machine](https://drive.google.com/file/d/1WAhrcPRzpuoB1fJsMkGCZamIp1CHv3c5/view)
+
+This work focuses on the last stage of OMR, encoding, where outputs from images are converted to a score encoding format. The paper investigates the implementations of recognition pipelines that use Machine Translation to do the encoding. 
 
-We were also part of this workshop presenting our work in our newly published dataset DoReMi. 
 
 
 [back](./)
+

From 656ca003704284a9b0a9b4a17ab2e232c5813f22 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 3 Aug 2021 16:44:25 +0200
Subject: [PATCH 35/63] Update WoRMS2021.md

---
 WoRMS2021.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/WoRMS2021.md b/WoRMS2021.md
index 4c3d806a2a..b488aad913 100644
--- a/WoRMS2021.md
+++ b/WoRMS2021.md
@@ -3,7 +3,7 @@ layout: post-default
 ---
 ![worms2021]({% link /assets/img/worms2021.png %})
 
-The third edition of The International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting last Friday, 23rd of July. It brought together many researchers working in Optical Music Recognition (OMR) and also from the industry. This edition 11 papers researching a broad list of topics in OMR were presented, and an outstanding keynote from Anthony Wilkes (Organum Ltd) was talking on The design of ReadScoreLib. 
+The third edition of The International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting last Friday, 23rd of July. It brought together many researchers working in Optical Music Recognition (OMR) and also from the industry. This edition 11 papers researching a broad list of topics in OMR were presented, and an [outstanding keynote from Anthony Wilkes (Organum Ltd)](https://drive.google.com/file/d/1IDgOaW8tGxJt9Top7x7GSZXLsAo-XVcb/view) was talking on The design of ReadScoreLib. 
 
 Below I will try to summarise some of the papers presented. 
 

From d0559c1af0935e902bc578eb011316a059f35f76 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 3 Aug 2021 16:49:54 +0200
Subject: [PATCH 36/63] Update index.md

---
 index.md | 15 +++++++++++----
 1 file changed, 11 insertions(+), 4 deletions(-)

diff --git a/index.md b/index.md
index 1e7b6055bc..8a8ee56533 100644
--- a/index.md
+++ b/index.md
@@ -2,9 +2,10 @@
 layout: default
 ---
 
-* [Personal Website](www.elonashatri.co.uk)
-* [School Page](http://eecs.qmul.ac.uk/profiles/shatrielona-1.html)
-* [Medium](https://medium.com/@e.shatri1)
+## News
+* [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
+
+## About Me 
 
 Hello there!
 
@@ -40,7 +41,6 @@ Documentation is also availabe in the same repository of the data release.
 ## Blogposts
 
 * [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
-
 *   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
 *   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)
 *   [A review of Generative Adversarial Networks](https://towardsdatascience.com/a-review-of-generative-adversarial-networks-9af21e94bda4)
@@ -58,6 +58,13 @@ The module will cover the following topics: The Discrete Fourier Transform and t
 
 This module will teach generic high-level research and transferable skills applicable to pure and applied research in computer science and engineering. The module fosters the development of practical understanding of established approaches, methods and techniques of research; conceptual understanding that enables critical and rigorous evaluation of research; ability to communicate ideas and conclusions logically and fluently in both written and oral contexts.
 
+
+
+
+* [School Page](http://eecs.qmul.ac.uk/profiles/shatrielona-1.html)
+* [Medium](https://medium.com/@e.shatri1)
+
+
 ## Affiliations
 
 *   [UKRI Centre for Doctoral Training in Artificial Intelligence and Music](https://aim.qmul.ac.uk/) 

From 5f1ab81924acd089247ab73dfaaa10db1ae8ae0f Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 16 Nov 2021 10:06:15 +0000
Subject: [PATCH 37/63] ismir2021

---
 2021-11-16-ismir-2021.md | 10 ++++++++++
 index.md                 |  3 ++-
 2 files changed, 12 insertions(+), 1 deletion(-)
 create mode 100644 2021-11-16-ismir-2021.md

diff --git a/2021-11-16-ismir-2021.md b/2021-11-16-ismir-2021.md
new file mode 100644
index 0000000000..f4f1eeaff1
--- /dev/null
+++ b/2021-11-16-ismir-2021.md
@@ -0,0 +1,10 @@
+---
+layout: post
+title: Favourites at ISMIR2021 
+date: 2021-11-16 10:03
+category: conference
+author: Elona Shatri
+tags: [ismir2021, papers, workshops]
+summary: This blogpost will be on my favourite papers, workshops, tutorials, talks on ISMIR2021. 
+---
+
diff --git a/index.md b/index.md
index 8a8ee56533..d087828ed3 100644
--- a/index.md
+++ b/index.md
@@ -40,7 +40,8 @@ Documentation is also availabe in the same repository of the data release.
 
 ## Blogposts
 
-* [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
+*   [Favourites at ISMIR 2021](.//Users/elonashatri/Documents/GitHub/elonashatri.github.io/2021-11-16-ismir-2021.md)
+*   [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
 *   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
 *   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)
 *   [A review of Generative Adversarial Networks](https://towardsdatascience.com/a-review-of-generative-adversarial-networks-9af21e94bda4)

From d1a3b5694120fc5bcaf29d5f6e7f14a787d8f53f Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 16 Nov 2021 10:08:31 +0000
Subject: [PATCH 38/63] ismir2021

---
 index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/index.md b/index.md
index d087828ed3..c7e52d9d8c 100644
--- a/index.md
+++ b/index.md
@@ -40,7 +40,7 @@ Documentation is also availabe in the same repository of the data release.
 
 ## Blogposts
 
-*   [Favourites at ISMIR 2021](.//Users/elonashatri/Documents/GitHub/elonashatri.github.io/2021-11-16-ismir-2021.md)
+*   [Favourites at ISMIR 2021](.//Users/elonashatri/Documents/GitHub/elonashatri.github.io/2021-11-16-ismir-2021.html)
 *   [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
 *   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
 *   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)

From cb223b93ce7837566083831675bd96ca3048739d Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Tue, 16 Nov 2021 10:09:44 +0000
Subject: [PATCH 39/63] ismir2021

---
 index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/index.md b/index.md
index c7e52d9d8c..33548f55b0 100644
--- a/index.md
+++ b/index.md
@@ -40,7 +40,7 @@ Documentation is also availabe in the same repository of the data release.
 
 ## Blogposts
 
-*   [Favourites at ISMIR 2021](.//Users/elonashatri/Documents/GitHub/elonashatri.github.io/2021-11-16-ismir-2021.html)
+*   [Favourites at ISMIR 2021](./2021-11-16-ismir-2021.html)
 *   [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
 *   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
 *   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)

From 59fc0066a1db50859942f9c044d38d33875fc3aa Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 18 Nov 2021 13:59:12 +0000
Subject: [PATCH 40/63] blogpost

---
 2021-11-16-ismir-2021.md     |  56 ++++++++++++++++++++++++++++++++++-
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 assets/img/Seq2seq.png       | Bin 0 -> 99389 bytes
 assets/img/decoders.png      | Bin 0 -> 295646 bytes
 assets/img/enoder.png        | Bin 0 -> 259885 bytes
 assets/img/graph-network.png | Bin 0 -> 108744 bytes
 assets/img/parameters.png    | Bin 0 -> 87475 bytes
 7 files changed, 55 insertions(+), 1 deletion(-)
 create mode 100644 assets/img/DA-SAE.png
 create mode 100644 assets/img/Seq2seq.png
 create mode 100644 assets/img/decoders.png
 create mode 100644 assets/img/enoder.png
 create mode 100644 assets/img/graph-network.png
 create mode 100644 assets/img/parameters.png

diff --git a/2021-11-16-ismir-2021.md b/2021-11-16-ismir-2021.md
index f4f1eeaff1..4c7be59069 100644
--- a/2021-11-16-ismir-2021.md
+++ b/2021-11-16-ismir-2021.md
@@ -1,5 +1,5 @@
 ---
-layout: post
+layout: post-default
 title: Favourites at ISMIR2021 
 date: 2021-11-16 10:03
 category: conference
@@ -8,3 +8,57 @@ tags: [ismir2021, papers, workshops]
 summary: This blogpost will be on my favourite papers, workshops, tutorials, talks on ISMIR2021. 
 ---
 
+This year's ISMIR was another peak point for the conference and the Music Information Retrieval (MIR) society. It has been amazing seeing how everyhting was desgined to work toward inclusivity and welcoming of new people to the field of MIR. Except for that, we all as MIR researchers look forward to ISMIR as the best place to showcase our work. 
+
+I will now list some of my favourite papers and acvtivities, talks, initiatives on ISMIR2021. 
+
+
+[ON THE INTEGRATION OF LANGUAGE MODELS INTO SEQUENCE TO SEQUENCE ARCHITECTURES FOR HANDWRITTEN MUSIC RECOGNITION](https://archives.ismir.net/ismir2021/paper/000086.pdf)
+
+
+This paper explores the possibility of using Seq2Seq-based architecture to try to improve transcriptions. It focuses in handwritten sheet music given the challanges such scores present with the ambiguity of the handwritting and the decaying/artefacts on older sheets. The advantage of using such sequesnces mainly lies in the unavailibility of symbol-level bounding box information for training. 
+An image of the score is treated as s equence of column vectors which is then fed into a CNN based on a VGG19 without the last max pooling layer. Then the encoder (bidirectional stack of GRUs), generates an intermediate representiation comprised as many features vectors as the convolutional networks (CNN). 
+![Figure-1]({% link /assets/img/Dorico_Logo.png %})
+After the encoder has processed the image the decoder recieves the generated hidden starte with the last poredicted token in the sequence which produces the next ourput token until a specisl end token is produced.
+They first trained a LM with the original SM dataset, and then an updated version of the SM which comprised of the 66% of the tokens that are present in the HW set. They trained the Seq2Seq classifier with the unmodified SM for 30 epochs and then joined both models and trained them using Curriculum Learning strategy. Validation and test sets come from the HW set.  Parameters settings are shown in the image below.
+![Figure-2]({% link /assets/img/parameters.png %})
+For evaluation metrics Symbor Error Rate (SER) was used. Baseline results using BLSTM + CTC are 56% of SER and 31.79% for Seq2Seq. 
+As a conclusion, LM seems to boost performance for handwritten sheet music recognition that is with the exsiting evaluation. It is however hard to tell how these models are keeping the structure and the musical meaningfulness. 
+
+
+[AN EMPIRICAL EVALUATION OF END-TO-END POLYPHONIC OPTICAL MUSIC RECOGNITION](https://archives.ismir.net/ismir2021/paper/000020.pdf)
+
+This work aims to provide with different formulation on how to tackle end-to-end polyphonic music recognition. To do so, they first provide with the workflow of creating a polyphonic dataset using MuseScore forum, and then formulations for end-to-end polyphonic OMR. These formulations are two different approaches, one looks at it as a multi-task binary classification while the other treats it as multi-sequence detection. They propose FlagDecoder and RNNDecoder respective to the aforementioned formulations. As for data annotations, they used a minimal symbol set sufficent to represent pitch and rhythm. They did not consider dynamics, ties, tuplets, staccatos, accents and other staff text. Only symbols used are barlines, time signatures, key signatures, clefs, and notes. They used the "advance position" encoding which adds '+' between sequesntial occurrences. Individual notes of chords are ordered 
+from bottom to top. They select a subset of the MuseScore Polyphonic Dataset (MSPD) with a minimum of 41 symbols length, 1 measure, 2 voices and maximum of 679 symbol length, 8 measures and 4 voices. 
+Architecturally speaking, models compared share the same structure of an encoder and decoder. The first one extracting features and give global context of the image encoding to each image slice, and the decoder uses the represenations created by the decoder and predict the symbols in the image slices. Encoding/decoding architecture is reused from prior work from Calvo-Zaragoza on monophonic scores. 
+![Figure-3]({% link /assets/img/encoder.png %})
+![Figure-4]({% link /assets/img/decoders.png %})
+For evaluation metrics they used Pitch and Rhythm Symbol Error Rate (SER). 
+SER = (I + D + S)/N.
+While the FlagDecoder slightly imporves on the baseline, the RNNDecoder performs twice as well as the baseline. While such approacehes are crucial to move forward to polyphonic music recognition, this work is still very limited in recognising such scores. 
+
+
+[UNSUPERVISED DOMAIN ADAPTATION FOR DOCUMENT ANALYSIS OF MUSIC SCORE IMAGES](https://archives.ismir.net/ismir2021/paper/000009.pdf)
+
+As highlighted in multiple work in OMR, the challange of the missing annotated data for most of the datasets is very persistent, especially so for supervised learning. As in many other fields, this work tried to explore the possibility of using Domain Adaptation (DA) and tranfer knowledge from other domains for which labels are available. They combine DA based on adversarial training with Selectional Auto Encoders to define an unsupervised framework.  A framework processes the input images to classify each pixel into a set of possible categories—staff lines, notes, text and background. The architecture has an enoder where data are processed by a series of consecutive convolution and down-sampling layers, and a decoder, composed of convolutional and up-sampling layers. The output of the SAE will be a probabilistic map with one channel, in which the probability of each pixel belonigng to a layer is computed. However, such framework should be altered for when annotatated data are missing. This is when DA comes into place, where only domain S needs to have annotations. Using DA then the task si to adapt it to unlabeled data in domain T. 
+![Figure-5]({% link /assets/img/DA-SAE.png %})
+They use the EINSIEDELN, SALZINNES and CAPITAN corporas which are manually labeled. As metrics F1 meaure is used, reasoned with the imbalanced distribution of the classes. Adapting from domain Neumatic to the Mensural domain, DA improves F1 compared to prior work. While transferring knowledge from Mensural (domain S) to Neumatic (T domain) there are both slight improvement and reducing F1 score, depending on the sets used. This could come as domain invariant features are not being extracted by the network depending on the complexity of the datasets. 
+
+
+[ARTIST SIMILARITY WITH GRAPH NEURAL NETWORKS](https://archives.ismir.net/ismir2021/paper/000043.pdf)
+
+Makes use of Graph Convolutiona Neural Networks (GCNN) to add hierchical relationships to the artist similarity problem  using triplet loss. This combines the topology of a graph of artitst connections with content features to embed artists into vecotr space that encodes similarity. They also provide with OLGA dataset that contains 17673 artists with coontent-based features. Their findings show that such hybrid approach canbe even more effective than high-quality features to understand artist similarity. 
+![Figure-5]({% link /assets/img/graph-network.png})
+
+
+New initiatives:
+    Lab Showcase
+
+    A new and fantastic idea for this year’s ISMIR conference was the Lab Showcase chaired by my PhD colleague [Lele Liu](https://cheriell.github.io/). This activity featured virtual booths hosted by MIR research labs from around the world, C4DM had its fair share, introducing senior and junior researchers in its booth. Attendees were able to learn about ongoing research and labs would provide live chat slots to answer questions. This was a great opportunity to scout out potential degree programs, expand your network, and to get a feel for what current MIR researchers are working on.
+
+    Necomer Initiative
+    Coming to a new conference for the first time can be intimidating and overwhelming. At ISMIR this year, the Newcomer Initiatives Chairs have drawn on the past experiences of the MIR community to provide increased support to newcomers. The initiatives planned for the conference included a pair of special sessions on “Getting the most out of ISMIR 2021”, which follow up on a community survey and blog post on the subject published before the conference. The sessions were hosted by Newcomer Initiatives Chairs Nick Gang (Apple) and myself . Another new initiative was the creation of Newcomer Squads, which connected ISMIR veterans with groups of newcomers to answer questions, give advice, and offer support over the course of the conference week.
+
+
+    Diversity & Inclusion
+    he ISMIR 2021 conference takes a broad view of Diversity and Inclusion (D&I). Under the leadership of the conference D&I Chairs, in collaboration with the organizing team at large, ISMIR 2021 offers a variety of initiatives intended to make the conference a positive, welcoming, and supportive environment for a diverse range of presenters and attendees. Notably, this year’s virtual conference format, combined with generous sponsor support, has enabled an unprecedented level of financial support to cover registration and childcare costs. Registration waivers were made available to students, women and other underrepresented minorities in MIR, attendees from low-income countries, presenters in the “New-to-ISMIR” late-breaking/demo track, and unaffiliated attendees. All attendees were additionally eligible to apply for childcare grants. The ISMIR 2021 organizers also worked together to write a number of blog posts aimed to decrease barriers for participation in the MIR research community, for example, by offering insights into preparing and reviewing scientific submissions. Finally, the ISMIR conference Code of Conduct remains in place for this year’s virtual format. 
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diff --git a/assets/img/graph-network.png b/assets/img/graph-network.png
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From 3317cefba5fea27c2366bfdc312934ec0ba24c3f Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 18 Nov 2021 14:00:17 +0000
Subject: [PATCH 41/63] blogpost

---
 2021-11-16-ismir-2021.md | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/2021-11-16-ismir-2021.md b/2021-11-16-ismir-2021.md
index 4c7be59069..157917d198 100644
--- a/2021-11-16-ismir-2021.md
+++ b/2021-11-16-ismir-2021.md
@@ -1,12 +1,17 @@
 ---
 layout: post-default
+---
+
+
+<!-- ---
+layout: post-default
 title: Favourites at ISMIR2021 
 date: 2021-11-16 10:03
 category: conference
 author: Elona Shatri
 tags: [ismir2021, papers, workshops]
 summary: This blogpost will be on my favourite papers, workshops, tutorials, talks on ISMIR2021. 
----
+--- -->
 
 This year's ISMIR was another peak point for the conference and the Music Information Retrieval (MIR) society. It has been amazing seeing how everyhting was desgined to work toward inclusivity and welcoming of new people to the field of MIR. Except for that, we all as MIR researchers look forward to ISMIR as the best place to showcase our work. 
 

From c0c2c1a0f4f354e810a384b206e55084fa478c20 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 18 Nov 2021 14:02:52 +0000
Subject: [PATCH 42/63] blogpost

---
 index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/index.md b/index.md
index 33548f55b0..65b3673c07 100644
--- a/index.md
+++ b/index.md
@@ -40,7 +40,7 @@ Documentation is also availabe in the same repository of the data release.
 
 ## Blogposts
 
-*   [Favourites at ISMIR 2021](./2021-11-16-ismir-2021.html)
+*   [Favourites at ISMIR 2021](./2021-11-16-ismir-2021.md)
 *   [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
 *   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
 *   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)

From 82828c2965ccdd04cb59b1bf74a9583389a768be Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 18 Nov 2021 14:08:58 +0000
Subject: [PATCH 43/63] blogpost-grammar

---
 2021-11-16-ismir-2021.md | 35 +++++++++++++++++------------------
 1 file changed, 17 insertions(+), 18 deletions(-)

diff --git a/2021-11-16-ismir-2021.md b/2021-11-16-ismir-2021.md
index 157917d198..2258ee6f4a 100644
--- a/2021-11-16-ismir-2021.md
+++ b/2021-11-16-ismir-2021.md
@@ -13,57 +13,56 @@ tags: [ismir2021, papers, workshops]
 summary: This blogpost will be on my favourite papers, workshops, tutorials, talks on ISMIR2021. 
 --- -->
 
-This year's ISMIR was another peak point for the conference and the Music Information Retrieval (MIR) society. It has been amazing seeing how everyhting was desgined to work toward inclusivity and welcoming of new people to the field of MIR. Except for that, we all as MIR researchers look forward to ISMIR as the best place to showcase our work. 
+This year's ISMIR was another peak point for the conference and the Music Information Retrieval (MIR) society. It has been amazing seeing how everything was designed to work toward inclusivity and welcoming of new people to the field of MIR. Except for that, as MIR researchers, we all look forward to ISMIR as the best place to showcase our work. 
 
-I will now list some of my favourite papers and acvtivities, talks, initiatives on ISMIR2021. 
+I will now list some of my favourite papers and activities, talks, initiatives on ISMIR2021. 
 
 
 [ON THE INTEGRATION OF LANGUAGE MODELS INTO SEQUENCE TO SEQUENCE ARCHITECTURES FOR HANDWRITTEN MUSIC RECOGNITION](https://archives.ismir.net/ismir2021/paper/000086.pdf)
 
 
-This paper explores the possibility of using Seq2Seq-based architecture to try to improve transcriptions. It focuses in handwritten sheet music given the challanges such scores present with the ambiguity of the handwritting and the decaying/artefacts on older sheets. The advantage of using such sequesnces mainly lies in the unavailibility of symbol-level bounding box information for training. 
-An image of the score is treated as s equence of column vectors which is then fed into a CNN based on a VGG19 without the last max pooling layer. Then the encoder (bidirectional stack of GRUs), generates an intermediate representiation comprised as many features vectors as the convolutional networks (CNN). 
+This paper explores the possibility of using Seq2Seq-based architecture to try to improve transcriptions. It focuses on handwritten sheet music given the challenges such scores present with the ambiguity of the handwriting and the decaying/artefacts on older sheets. The advantage of using such sequences mainly lies in the unavailability of symbol-level bounding box information for training. 
+An image of the score is treated as a sequence of column vectors fed into a CNN based on a VGG19 without the last max-pooling layer. Then the encoder (bidirectional stack of GRUs), generates an intermediate representation comprised as many features vectors as the convolutional networks (CNN). 
 ![Figure-1]({% link /assets/img/Dorico_Logo.png %})
-After the encoder has processed the image the decoder recieves the generated hidden starte with the last poredicted token in the sequence which produces the next ourput token until a specisl end token is produced.
-They first trained a LM with the original SM dataset, and then an updated version of the SM which comprised of the 66% of the tokens that are present in the HW set. They trained the Seq2Seq classifier with the unmodified SM for 30 epochs and then joined both models and trained them using Curriculum Learning strategy. Validation and test sets come from the HW set.  Parameters settings are shown in the image below.
+After the encoder has processed the image, the decoder receives the generated hidden state with the last predicted token in the sequence, producing the next output token until a special end token is produced.
+They first trained an LM with the original SM dataset, and then an updated version of the SM comprised of 66% of the tokens present in the HW set. They trained the Seq2Seq classifier with the unmodified SM for 30 epochs and then joined both models and trained them using the Curriculum Learning strategy. Validation and test sets come from the HW set.  Parameters settings are shown in the image below.
 ![Figure-2]({% link /assets/img/parameters.png %})
 For evaluation metrics Symbor Error Rate (SER) was used. Baseline results using BLSTM + CTC are 56% of SER and 31.79% for Seq2Seq. 
-As a conclusion, LM seems to boost performance for handwritten sheet music recognition that is with the exsiting evaluation. It is however hard to tell how these models are keeping the structure and the musical meaningfulness. 
+In conclusion, LM seems to boost performance for handwritten sheet music recognition with the existing evaluation. It is, however hard to tell how these models are keeping the structure and the musical meaningfulness. 
 
 
 [AN EMPIRICAL EVALUATION OF END-TO-END POLYPHONIC OPTICAL MUSIC RECOGNITION](https://archives.ismir.net/ismir2021/paper/000020.pdf)
 
-This work aims to provide with different formulation on how to tackle end-to-end polyphonic music recognition. To do so, they first provide with the workflow of creating a polyphonic dataset using MuseScore forum, and then formulations for end-to-end polyphonic OMR. These formulations are two different approaches, one looks at it as a multi-task binary classification while the other treats it as multi-sequence detection. They propose FlagDecoder and RNNDecoder respective to the aforementioned formulations. As for data annotations, they used a minimal symbol set sufficent to represent pitch and rhythm. They did not consider dynamics, ties, tuplets, staccatos, accents and other staff text. Only symbols used are barlines, time signatures, key signatures, clefs, and notes. They used the "advance position" encoding which adds '+' between sequesntial occurrences. Individual notes of chords are ordered 
-from bottom to top. They select a subset of the MuseScore Polyphonic Dataset (MSPD) with a minimum of 41 symbols length, 1 measure, 2 voices and maximum of 679 symbol length, 8 measures and 4 voices. 
-Architecturally speaking, models compared share the same structure of an encoder and decoder. The first one extracting features and give global context of the image encoding to each image slice, and the decoder uses the represenations created by the decoder and predict the symbols in the image slices. Encoding/decoding architecture is reused from prior work from Calvo-Zaragoza on monophonic scores. 
+This work aims to provide different formulations on how to tackle end-to-end polyphonic music recognition. They first provide the workflow of creating a polyphonic dataset using MuseScore forum and then formulations for end-to-end polyphonic OMR. These formulations are two different approaches; one considers it a multi-task binary classification while the other treats it as multi-sequence detection. They propose FlagDecoder and RNNDecoder respective to the formulations mentioned above. As for data annotations, they used a minimal symbol set sufficient to represent pitch and rhythm. They did not consider dynamics, ties, tuplets, staccatos, accents and other staff text. The only symbols used are barlines, time signatures, key signatures, clefs, and notes. They used the "advance position" encoding, which adds '+' between sequential occurrences. Individual notes of chords are ordered from bottom to top. They select a subset of the MuseScore Polyphonic Dataset (MSPD) with a minimum of 41 symbols length, one measure, two voices, a maximum of 679 symbol length, eight measures, and four voices. 
+Architecturally speaking, models compared share the same structure of an encoder and decoder. The first one extracts features and give global context of the image encoding to each image slice, and the decoder uses the representations created by the decoder and predict the symbols in the image slices. Encoding/decoding architecture is reused from prior work from Calvo-Zaragoza on monophonic scores. 
 ![Figure-3]({% link /assets/img/encoder.png %})
 ![Figure-4]({% link /assets/img/decoders.png %})
 For evaluation metrics they used Pitch and Rhythm Symbol Error Rate (SER). 
 SER = (I + D + S)/N.
-While the FlagDecoder slightly imporves on the baseline, the RNNDecoder performs twice as well as the baseline. While such approacehes are crucial to move forward to polyphonic music recognition, this work is still very limited in recognising such scores. 
+While the FlagDecoder slightly improves on the baseline, the RNNDecoder performs twice as well as the baseline. While such approaches are crucial to moving forward to polyphonic music recognition, this work is still very limited in recognising such scores. 
 
 
 [UNSUPERVISED DOMAIN ADAPTATION FOR DOCUMENT ANALYSIS OF MUSIC SCORE IMAGES](https://archives.ismir.net/ismir2021/paper/000009.pdf)
 
-As highlighted in multiple work in OMR, the challange of the missing annotated data for most of the datasets is very persistent, especially so for supervised learning. As in many other fields, this work tried to explore the possibility of using Domain Adaptation (DA) and tranfer knowledge from other domains for which labels are available. They combine DA based on adversarial training with Selectional Auto Encoders to define an unsupervised framework.  A framework processes the input images to classify each pixel into a set of possible categories—staff lines, notes, text and background. The architecture has an enoder where data are processed by a series of consecutive convolution and down-sampling layers, and a decoder, composed of convolutional and up-sampling layers. The output of the SAE will be a probabilistic map with one channel, in which the probability of each pixel belonigng to a layer is computed. However, such framework should be altered for when annotatated data are missing. This is when DA comes into place, where only domain S needs to have annotations. Using DA then the task si to adapt it to unlabeled data in domain T. 
+As highlighted in multiple works in OMR, the challenge of the missing annotated data for most of the datasets is very persistent, especially so for supervised learning. As in many other fields, this work tried to explore the possibility of using Domain Adaptation (DA) and transfer knowledge from other domains for which labels are available. They combine DA based on adversarial training with Selectional Auto Encoders to define an unsupervised framework.  A framework processes the input images to classify each pixel into a set of possible categories—staff lines, notes, text and background. The architecture has an encoder where data are processed by a series of consecutive convolution and down-sampling layers and a decoder composed of convolutional and up-sampling layers. The output of the SAE will be a probabilistic map with one channel, in which the probability of each pixel belonging to a layer is computed. However, such a framework should be altered when annotated data are missing. This is when DA comes into place, where only domain S needs to have annotations. Using DA then the task is to adapt it to unlabeled data in domain T. 
 ![Figure-5]({% link /assets/img/DA-SAE.png %})
-They use the EINSIEDELN, SALZINNES and CAPITAN corporas which are manually labeled. As metrics F1 meaure is used, reasoned with the imbalanced distribution of the classes. Adapting from domain Neumatic to the Mensural domain, DA improves F1 compared to prior work. While transferring knowledge from Mensural (domain S) to Neumatic (T domain) there are both slight improvement and reducing F1 score, depending on the sets used. This could come as domain invariant features are not being extracted by the network depending on the complexity of the datasets. 
+They use the EINSIEDELN, SALZINNES and CAPITAN corporas which are manually labeled. As metrics F1 measure is used, reasoned with the imbalanced distribution of the classes. Adapting from the Neumatic domain to the Mensural domain, DA improves F1 compared to prior work. While transferring knowledge from Mensural (domain S) to Neumatic (T domain), slight improvements and reducing F1 score, depending on the sets used. This could come as domain invariant features are not being extracted by the network depending on the complexity of the datasets. 
 
 
 [ARTIST SIMILARITY WITH GRAPH NEURAL NETWORKS](https://archives.ismir.net/ismir2021/paper/000043.pdf)
 
-Makes use of Graph Convolutiona Neural Networks (GCNN) to add hierchical relationships to the artist similarity problem  using triplet loss. This combines the topology of a graph of artitst connections with content features to embed artists into vecotr space that encodes similarity. They also provide with OLGA dataset that contains 17673 artists with coontent-based features. Their findings show that such hybrid approach canbe even more effective than high-quality features to understand artist similarity. 
+Makes use of Graph Convolutional Neural Networks (GCNN) to add hierarchical relationships to the artist similarity problem using triplet loss. This combines the topology of a graph of artist connections with content features to embed artists into vector space that encodes similarity. They also provide with OLGA dataset that contains 17673 artists with content-based features. Their findings show that such a hybrid approach can be even more effective than high-quality features to understand artist similarity. 
 ![Figure-5]({% link /assets/img/graph-network.png})
 
 
 New initiatives:
     Lab Showcase
 
-    A new and fantastic idea for this year’s ISMIR conference was the Lab Showcase chaired by my PhD colleague [Lele Liu](https://cheriell.github.io/). This activity featured virtual booths hosted by MIR research labs from around the world, C4DM had its fair share, introducing senior and junior researchers in its booth. Attendees were able to learn about ongoing research and labs would provide live chat slots to answer questions. This was a great opportunity to scout out potential degree programs, expand your network, and to get a feel for what current MIR researchers are working on.
+    A new and fantastic idea for this year's ISMIR conference was the Lab Showcase chaired by my PhD colleague [Lele Liu](https://cheriell.github.io/). This activity featured virtual booths hosted by MIR research labs worldwide; C4DM had its fair share, introducing senior and junior researchers in its booth. Attendees were able to learn about ongoing research, and labs would provide live chat slots to answer questions. This was an excellent opportunity to scout out potential degree programs, expand your network, and get a feel for what current MIR researchers are working on.
 
-    Necomer Initiative
-    Coming to a new conference for the first time can be intimidating and overwhelming. At ISMIR this year, the Newcomer Initiatives Chairs have drawn on the past experiences of the MIR community to provide increased support to newcomers. The initiatives planned for the conference included a pair of special sessions on “Getting the most out of ISMIR 2021”, which follow up on a community survey and blog post on the subject published before the conference. The sessions were hosted by Newcomer Initiatives Chairs Nick Gang (Apple) and myself . Another new initiative was the creation of Newcomer Squads, which connected ISMIR veterans with groups of newcomers to answer questions, give advice, and offer support over the course of the conference week.
+    Newcomer Initiative
+    Coming to a news conference for the first time can be intimidating and overwhelming. At ISMIR this year, the Newcomer Initiatives Chairs have drawn on the past experiences of the MIR community to provide increased support to newcomers. The initiatives planned for the conference included a pair of special sessions on "Getting the most out of ISMIR 2021", which follow up on a community survey and blog post on the subject published before the conference. The sessions were hosted by Newcomer Initiatives Chairs Nick Gang (Apple) and myself. Another new initiative was the creation of Newcomer Squads, which connected ISMIR veterans with groups of newcomers to answer questions, give advice, and offer support over the conference week.
 
 
     Diversity & Inclusion
-    he ISMIR 2021 conference takes a broad view of Diversity and Inclusion (D&I). Under the leadership of the conference D&I Chairs, in collaboration with the organizing team at large, ISMIR 2021 offers a variety of initiatives intended to make the conference a positive, welcoming, and supportive environment for a diverse range of presenters and attendees. Notably, this year’s virtual conference format, combined with generous sponsor support, has enabled an unprecedented level of financial support to cover registration and childcare costs. Registration waivers were made available to students, women and other underrepresented minorities in MIR, attendees from low-income countries, presenters in the “New-to-ISMIR” late-breaking/demo track, and unaffiliated attendees. All attendees were additionally eligible to apply for childcare grants. The ISMIR 2021 organizers also worked together to write a number of blog posts aimed to decrease barriers for participation in the MIR research community, for example, by offering insights into preparing and reviewing scientific submissions. Finally, the ISMIR conference Code of Conduct remains in place for this year’s virtual format. 
+    The ISMIR 2021 conference takes a broad view of Diversity and Inclusion (D&I). Under the leadership of the conference D&I Chairs, in collaboration with the organising team at large, ISMIR 2021 offers a variety of initiatives intended to make the conference a positive, welcoming, and supportive environment for a diverse range of presenters and attendees. Notably, this year's virtual conference format, combined with generous sponsor support, has enabled an unprecedented level of financial support to cover registration and childcare costs. Registration waivers were made available to students, women and other underrepresented minorities in MIR, attendees from low-income countries, presenters in the "New-to-ISMIR" late-breaking/demo track, and unaffiliated attendees. All attendees were additionally eligible to apply for childcare grants. The ISMIR 2021 organisers also worked together to write several blog posts to decrease barriers to participation in the MIR research community, for example, by offering insights into preparing and reviewing scientific submissions. Finally, the ISMIR conference Code of Conduct remains in place for this year's virtual format. 

From 31061ee9329a8499a56af39c1482912b3b286f45 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 18 Nov 2021 14:18:49 +0000
Subject: [PATCH 44/63] blogpost-grammar

---
 2021-11-16-ismir-2021.md | 15 ++++++++-------
 1 file changed, 8 insertions(+), 7 deletions(-)

diff --git a/2021-11-16-ismir-2021.md b/2021-11-16-ismir-2021.md
index 2258ee6f4a..1355482b9d 100644
--- a/2021-11-16-ismir-2021.md
+++ b/2021-11-16-ismir-2021.md
@@ -23,10 +23,11 @@ I will now list some of my favourite papers and activities, talks, initiatives o
 
 This paper explores the possibility of using Seq2Seq-based architecture to try to improve transcriptions. It focuses on handwritten sheet music given the challenges such scores present with the ambiguity of the handwriting and the decaying/artefacts on older sheets. The advantage of using such sequences mainly lies in the unavailability of symbol-level bounding box information for training. 
 An image of the score is treated as a sequence of column vectors fed into a CNN based on a VGG19 without the last max-pooling layer. Then the encoder (bidirectional stack of GRUs), generates an intermediate representation comprised as many features vectors as the convolutional networks (CNN). 
-![Figure-1]({% link /assets/img/Dorico_Logo.png %})
+![Figure-1](/assets/img/Dorico_Logo.png)
+
 After the encoder has processed the image, the decoder receives the generated hidden state with the last predicted token in the sequence, producing the next output token until a special end token is produced.
 They first trained an LM with the original SM dataset, and then an updated version of the SM comprised of 66% of the tokens present in the HW set. They trained the Seq2Seq classifier with the unmodified SM for 30 epochs and then joined both models and trained them using the Curriculum Learning strategy. Validation and test sets come from the HW set.  Parameters settings are shown in the image below.
-![Figure-2]({% link /assets/img/parameters.png %})
+![Figure-2](link /assets/img/parameters.png)
 For evaluation metrics Symbor Error Rate (SER) was used. Baseline results using BLSTM + CTC are 56% of SER and 31.79% for Seq2Seq. 
 In conclusion, LM seems to boost performance for handwritten sheet music recognition with the existing evaluation. It is, however hard to tell how these models are keeping the structure and the musical meaningfulness. 
 
@@ -35,24 +36,24 @@ In conclusion, LM seems to boost performance for handwritten sheet music recogni
 
 This work aims to provide different formulations on how to tackle end-to-end polyphonic music recognition. They first provide the workflow of creating a polyphonic dataset using MuseScore forum and then formulations for end-to-end polyphonic OMR. These formulations are two different approaches; one considers it a multi-task binary classification while the other treats it as multi-sequence detection. They propose FlagDecoder and RNNDecoder respective to the formulations mentioned above. As for data annotations, they used a minimal symbol set sufficient to represent pitch and rhythm. They did not consider dynamics, ties, tuplets, staccatos, accents and other staff text. The only symbols used are barlines, time signatures, key signatures, clefs, and notes. They used the "advance position" encoding, which adds '+' between sequential occurrences. Individual notes of chords are ordered from bottom to top. They select a subset of the MuseScore Polyphonic Dataset (MSPD) with a minimum of 41 symbols length, one measure, two voices, a maximum of 679 symbol length, eight measures, and four voices. 
 Architecturally speaking, models compared share the same structure of an encoder and decoder. The first one extracts features and give global context of the image encoding to each image slice, and the decoder uses the representations created by the decoder and predict the symbols in the image slices. Encoding/decoding architecture is reused from prior work from Calvo-Zaragoza on monophonic scores. 
-![Figure-3]({% link /assets/img/encoder.png %})
-![Figure-4]({% link /assets/img/decoders.png %})
+![Figure-3](link /assets/img/encoder.png)
+![Figure-4](link /assets/img/decoders.png)
 For evaluation metrics they used Pitch and Rhythm Symbol Error Rate (SER). 
-SER = (I + D + S)/N.
+SER = (I + D + S)/N
 While the FlagDecoder slightly improves on the baseline, the RNNDecoder performs twice as well as the baseline. While such approaches are crucial to moving forward to polyphonic music recognition, this work is still very limited in recognising such scores. 
 
 
 [UNSUPERVISED DOMAIN ADAPTATION FOR DOCUMENT ANALYSIS OF MUSIC SCORE IMAGES](https://archives.ismir.net/ismir2021/paper/000009.pdf)
 
 As highlighted in multiple works in OMR, the challenge of the missing annotated data for most of the datasets is very persistent, especially so for supervised learning. As in many other fields, this work tried to explore the possibility of using Domain Adaptation (DA) and transfer knowledge from other domains for which labels are available. They combine DA based on adversarial training with Selectional Auto Encoders to define an unsupervised framework.  A framework processes the input images to classify each pixel into a set of possible categories—staff lines, notes, text and background. The architecture has an encoder where data are processed by a series of consecutive convolution and down-sampling layers and a decoder composed of convolutional and up-sampling layers. The output of the SAE will be a probabilistic map with one channel, in which the probability of each pixel belonging to a layer is computed. However, such a framework should be altered when annotated data are missing. This is when DA comes into place, where only domain S needs to have annotations. Using DA then the task is to adapt it to unlabeled data in domain T. 
-![Figure-5]({% link /assets/img/DA-SAE.png %})
+![Figure-5](link /assets/img/DA-SAE.png)
 They use the EINSIEDELN, SALZINNES and CAPITAN corporas which are manually labeled. As metrics F1 measure is used, reasoned with the imbalanced distribution of the classes. Adapting from the Neumatic domain to the Mensural domain, DA improves F1 compared to prior work. While transferring knowledge from Mensural (domain S) to Neumatic (T domain), slight improvements and reducing F1 score, depending on the sets used. This could come as domain invariant features are not being extracted by the network depending on the complexity of the datasets. 
 
 
 [ARTIST SIMILARITY WITH GRAPH NEURAL NETWORKS](https://archives.ismir.net/ismir2021/paper/000043.pdf)
 
 Makes use of Graph Convolutional Neural Networks (GCNN) to add hierarchical relationships to the artist similarity problem using triplet loss. This combines the topology of a graph of artist connections with content features to embed artists into vector space that encodes similarity. They also provide with OLGA dataset that contains 17673 artists with content-based features. Their findings show that such a hybrid approach can be even more effective than high-quality features to understand artist similarity. 
-![Figure-5]({% link /assets/img/graph-network.png})
+![Figure-5](link /assets/img/graph-network.png})
 
 
 New initiatives:

From 834c98fd242b677f4afa7074a6b7eba77d375ea4 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 18 Nov 2021 14:21:28 +0000
Subject: [PATCH 45/63] blogpost-grammar

---
 2021-11-16-ismir-2021.md | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/2021-11-16-ismir-2021.md b/2021-11-16-ismir-2021.md
index 1355482b9d..c92ffdeba9 100644
--- a/2021-11-16-ismir-2021.md
+++ b/2021-11-16-ismir-2021.md
@@ -23,11 +23,10 @@ I will now list some of my favourite papers and activities, talks, initiatives o
 
 This paper explores the possibility of using Seq2Seq-based architecture to try to improve transcriptions. It focuses on handwritten sheet music given the challenges such scores present with the ambiguity of the handwriting and the decaying/artefacts on older sheets. The advantage of using such sequences mainly lies in the unavailability of symbol-level bounding box information for training. 
 An image of the score is treated as a sequence of column vectors fed into a CNN based on a VGG19 without the last max-pooling layer. Then the encoder (bidirectional stack of GRUs), generates an intermediate representation comprised as many features vectors as the convolutional networks (CNN). 
-![Figure-1](/assets/img/Dorico_Logo.png)
 
 After the encoder has processed the image, the decoder receives the generated hidden state with the last predicted token in the sequence, producing the next output token until a special end token is produced.
 They first trained an LM with the original SM dataset, and then an updated version of the SM comprised of 66% of the tokens present in the HW set. They trained the Seq2Seq classifier with the unmodified SM for 30 epochs and then joined both models and trained them using the Curriculum Learning strategy. Validation and test sets come from the HW set.  Parameters settings are shown in the image below.
-![Figure-2](link /assets/img/parameters.png)
+![Figure-2](/assets/img/parameters.png)
 For evaluation metrics Symbor Error Rate (SER) was used. Baseline results using BLSTM + CTC are 56% of SER and 31.79% for Seq2Seq. 
 In conclusion, LM seems to boost performance for handwritten sheet music recognition with the existing evaluation. It is, however hard to tell how these models are keeping the structure and the musical meaningfulness. 
 
@@ -36,8 +35,8 @@ In conclusion, LM seems to boost performance for handwritten sheet music recogni
 
 This work aims to provide different formulations on how to tackle end-to-end polyphonic music recognition. They first provide the workflow of creating a polyphonic dataset using MuseScore forum and then formulations for end-to-end polyphonic OMR. These formulations are two different approaches; one considers it a multi-task binary classification while the other treats it as multi-sequence detection. They propose FlagDecoder and RNNDecoder respective to the formulations mentioned above. As for data annotations, they used a minimal symbol set sufficient to represent pitch and rhythm. They did not consider dynamics, ties, tuplets, staccatos, accents and other staff text. The only symbols used are barlines, time signatures, key signatures, clefs, and notes. They used the "advance position" encoding, which adds '+' between sequential occurrences. Individual notes of chords are ordered from bottom to top. They select a subset of the MuseScore Polyphonic Dataset (MSPD) with a minimum of 41 symbols length, one measure, two voices, a maximum of 679 symbol length, eight measures, and four voices. 
 Architecturally speaking, models compared share the same structure of an encoder and decoder. The first one extracts features and give global context of the image encoding to each image slice, and the decoder uses the representations created by the decoder and predict the symbols in the image slices. Encoding/decoding architecture is reused from prior work from Calvo-Zaragoza on monophonic scores. 
-![Figure-3](link /assets/img/encoder.png)
-![Figure-4](link /assets/img/decoders.png)
+![Figure-3](/assets/img/encoder.png)
+![Figure-4](/assets/img/decoders.png)
 For evaluation metrics they used Pitch and Rhythm Symbol Error Rate (SER). 
 SER = (I + D + S)/N
 While the FlagDecoder slightly improves on the baseline, the RNNDecoder performs twice as well as the baseline. While such approaches are crucial to moving forward to polyphonic music recognition, this work is still very limited in recognising such scores. 
@@ -46,14 +45,14 @@ While the FlagDecoder slightly improves on the baseline, the RNNDecoder performs
 [UNSUPERVISED DOMAIN ADAPTATION FOR DOCUMENT ANALYSIS OF MUSIC SCORE IMAGES](https://archives.ismir.net/ismir2021/paper/000009.pdf)
 
 As highlighted in multiple works in OMR, the challenge of the missing annotated data for most of the datasets is very persistent, especially so for supervised learning. As in many other fields, this work tried to explore the possibility of using Domain Adaptation (DA) and transfer knowledge from other domains for which labels are available. They combine DA based on adversarial training with Selectional Auto Encoders to define an unsupervised framework.  A framework processes the input images to classify each pixel into a set of possible categories—staff lines, notes, text and background. The architecture has an encoder where data are processed by a series of consecutive convolution and down-sampling layers and a decoder composed of convolutional and up-sampling layers. The output of the SAE will be a probabilistic map with one channel, in which the probability of each pixel belonging to a layer is computed. However, such a framework should be altered when annotated data are missing. This is when DA comes into place, where only domain S needs to have annotations. Using DA then the task is to adapt it to unlabeled data in domain T. 
-![Figure-5](link /assets/img/DA-SAE.png)
+![Figure-5](/assets/img/DA-SAE.png)
 They use the EINSIEDELN, SALZINNES and CAPITAN corporas which are manually labeled. As metrics F1 measure is used, reasoned with the imbalanced distribution of the classes. Adapting from the Neumatic domain to the Mensural domain, DA improves F1 compared to prior work. While transferring knowledge from Mensural (domain S) to Neumatic (T domain), slight improvements and reducing F1 score, depending on the sets used. This could come as domain invariant features are not being extracted by the network depending on the complexity of the datasets. 
 
 
 [ARTIST SIMILARITY WITH GRAPH NEURAL NETWORKS](https://archives.ismir.net/ismir2021/paper/000043.pdf)
 
 Makes use of Graph Convolutional Neural Networks (GCNN) to add hierarchical relationships to the artist similarity problem using triplet loss. This combines the topology of a graph of artist connections with content features to embed artists into vector space that encodes similarity. They also provide with OLGA dataset that contains 17673 artists with content-based features. Their findings show that such a hybrid approach can be even more effective than high-quality features to understand artist similarity. 
-![Figure-5](link /assets/img/graph-network.png})
+![Figure-5](/assets/img/graph-network.png})
 
 
 New initiatives:

From 6323c2e9e64e31314311f0403dd79a70cd9f0715 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 24 Nov 2022 12:12:32 +0000
Subject: [PATCH 46/63] papers

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diff --git a/.github/.stale.yml.icloud b/.github/.stale.yml.icloud
new file mode 100644
index 0000000000000000000000000000000000000000..301a231b6a4c27031a10386296bc045ffedeeec3
GIT binary patch
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diff --git a/.github/config.yml b/.github/config.yml
deleted file mode 100644
index 23911ec24d..0000000000
--- a/.github/config.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-# Behaviorbot config. See https://github.com/behaviorbot/ for more information.
-# Note: Please Don't edit this file directly.
-# Edit https://github.com/pages-themes/maintenance-scripts instead.
-
-# Configuration for update-docs - https://github.com/behaviorbot/update-docs
-updateDocsComment: "Thanks for the pull request! If you are making any changes to the user-facing functionality, please be sure to update the documentation in the `README` or `docs/` folder alongside your change. :heart:"
-
-# Configuration for request-info - https://github.com/behaviorbot/request-info
-requestInfoReplyComment: Thanks for this. Do you mind providing a bit more information about what problem you're trying to solve?
-requestInfoLabelToAdd: more-information-needed
-
-# Configuration for new-issue-welcome - https://github.com/behaviorbot/new-issue-welcome
-#newIssueWelcomeComment: >
-#  Welcome!
-
-# Configuration for new-pr-welcome - https://github.com/behaviorbot/new-pr-welcome
-newPRWelcomeComment: Welcome! Congrats on your first pull request to the Minimal theme. If you haven't already, please be sure to check out [the contributing guidelines](https://github.com/pages-themes/minimal/blob/master/docs/CONTRIBUTING.md).
-
-# Configuration for first-pr-merge - https://github.com/behaviorbot/first-pr-merge
-firstPRMergeComment: "Congrats on getting your first pull request to the Minimal theme merged! Without amazing humans like you submitting pull requests, we couldn’t run this project. You rock! :tada:<br /><br />If you're interested in tackling another bug or feature, take a look at [the open issues](https://github.com/pages-themes/minimal/issues), especially those [labeled `help wanted`](https://github.com/pages-themes/minimal/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22)."
diff --git a/.github/no-response.yml b/.github/no-response.yml
deleted file mode 100644
index 7193eaa3b2..0000000000
--- a/.github/no-response.yml
+++ /dev/null
@@ -1,13 +0,0 @@
-# Configuration for probot-no-response - https://github.com/probot/no-response
-
-# Number of days of inactivity before an Issue is closed for lack of response
-daysUntilClose: 14
-# Label requiring a response
-responseRequiredLabel: more-information-needed
-# Comment to post when closing an Issue for lack of response. Set to `false` to disable
-closeComment: >
-  This issue has been automatically closed because there has been no response
-  to our request for more information from the original author. With only the
-  information that is currently in the issue, we don't have enough information
-  to take action. Please reach out if you have or find the answers we need so
-  that we can investigate further.
diff --git a/.github/settings.yml b/.github/settings.yml
deleted file mode 100644
index 420815923f..0000000000
--- a/.github/settings.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-# Repository settings set via https://github.com/probot/settings
-
-repository:
-  has_issues: true
-  has_wiki: false
-  has_projects: false
-  has_downloads: false
-
-labels:
-  - name: help wanted
-    oldname: help-wanted
-    color: 0e8a16
-  - name: more-information-needed
-    color: d93f0b
-  - name: bug
-    color: b60205
-  - name: feature
-    color: 1d76db
-  - name: good first issue
-    color: "5319e7"
-
-# Not currently implemented by probot/settings, but manually implemented in script/deploy
-branch_protection:
-  restrictions: null
-  enforce_admins: false
-  required_status_checks:
-    strict: true
-    contexts:
-      - "continuous-integration/travis-ci"
-  required_pull_request_reviews:
-    require_code_owner_reviews: true
diff --git a/.github/stale.yml b/.github/stale.yml
deleted file mode 100644
index a1aa17e58a..0000000000
--- a/.github/stale.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-# Configuration for probot-stale - https://github.com/probot/stale
-
-# Number of days of inactivity before an Issue or Pull Request becomes stale
-daysUntilStale: 60
-
-# Number of days of inactivity before a stale Issue or Pull Request is closed
-daysUntilClose: 7
-
-# Issues or Pull Requests with these labels will never be considered stale
-exemptLabels:
-  - pinned
-  - security
-
-# Label to use when marking as stale
-staleLabel: wontfix
-
-# Comment to post when marking as stale. Set to `false` to disable
-markComment: >
-  This issue has been automatically marked as stale because it has not had
-  recent activity. It will be closed if no further activity occurs. Thank you
-  for your contributions.
-
-# Comment to post when closing a stale Issue or Pull Request. Set to `false` to disable
-closeComment: false
-
-# Limit to only `issues` or `pulls`
-# only: issues
diff --git a/.github/workflows/.ci.yaml.icloud b/.github/workflows/.ci.yaml.icloud
new file mode 100644
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GIT binary patch
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diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
deleted file mode 100644
index a905595a5b..0000000000
--- a/.github/workflows/ci.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-on: push
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    name: script/cibuild
-    steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-ruby@v1
-        with:
-          ruby-version: 2.7
-      - name: build
-        run: script/bootstrap
-      - name: test
-        run: script/cibuild
\ No newline at end of file
diff --git a/.jekyll-theme-minimal.gemspec.icloud b/.jekyll-theme-minimal.gemspec.icloud
new file mode 100644
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diff --git a/.rubocop.yml b/.rubocop.yml
deleted file mode 100644
index 648dfb112f..0000000000
--- a/.rubocop.yml
+++ /dev/null
@@ -1,6 +0,0 @@
-AllCops:
-  Exclude:
-    - _site/**/*
-
-Metrics/LineLength:
-  Enabled: false
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index a871f2a917..0000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,6 +0,0 @@
-language: ruby
-cache: bundler
-rvm: 2.6
-
-install: script/bootstrap
-script: script/cibuild
diff --git a/2021-11-16-ismir-2021.md b/2021-11-16-ismir-2021.md
index c92ffdeba9..e165cbfb1f 100644
--- a/2021-11-16-ismir-2021.md
+++ b/2021-11-16-ismir-2021.md
@@ -52,17 +52,18 @@ They use the EINSIEDELN, SALZINNES and CAPITAN corporas which are manually label
 [ARTIST SIMILARITY WITH GRAPH NEURAL NETWORKS](https://archives.ismir.net/ismir2021/paper/000043.pdf)
 
 Makes use of Graph Convolutional Neural Networks (GCNN) to add hierarchical relationships to the artist similarity problem using triplet loss. This combines the topology of a graph of artist connections with content features to embed artists into vector space that encodes similarity. They also provide with OLGA dataset that contains 17673 artists with content-based features. Their findings show that such a hybrid approach can be even more effective than high-quality features to understand artist similarity. 
-![Figure-5](/assets/img/graph-network.png})
+![Figure-5](/assets/img/graph-network.png)
 
 
 New initiatives:
-    Lab Showcase
 
-    A new and fantastic idea for this year's ISMIR conference was the Lab Showcase chaired by my PhD colleague [Lele Liu](https://cheriell.github.io/). This activity featured virtual booths hosted by MIR research labs worldwide; C4DM had its fair share, introducing senior and junior researchers in its booth. Attendees were able to learn about ongoing research, and labs would provide live chat slots to answer questions. This was an excellent opportunity to scout out potential degree programs, expand your network, and get a feel for what current MIR researchers are working on.
+Lab Showcase
 
-    Newcomer Initiative
-    Coming to a news conference for the first time can be intimidating and overwhelming. At ISMIR this year, the Newcomer Initiatives Chairs have drawn on the past experiences of the MIR community to provide increased support to newcomers. The initiatives planned for the conference included a pair of special sessions on "Getting the most out of ISMIR 2021", which follow up on a community survey and blog post on the subject published before the conference. The sessions were hosted by Newcomer Initiatives Chairs Nick Gang (Apple) and myself. Another new initiative was the creation of Newcomer Squads, which connected ISMIR veterans with groups of newcomers to answer questions, give advice, and offer support over the conference week.
+A new and fantastic idea for this year's ISMIR conference was the Lab Showcase chaired by my PhD colleague [Lele Liu](https://cheriell.github.io/). This activity featured virtual booths hosted by MIR research labs worldwide; C4DM had its fair share, introducing senior and junior researchers in its booth. Attendees were able to learn about ongoing research, and labs would provide live chat slots to answer questions. This was an excellent opportunity to scout out potential degree programs, expand your network, and get a feel for what current MIR researchers are working on.
 
+Newcomer Initiative
+Coming to a news conference for the first time can be intimidating and overwhelming. At ISMIR this year, the Newcomer Initiatives Chairs have drawn on the past experiences of the MIR community to provide increased support to newcomers. The initiatives planned for the conference included a pair of special sessions on "Getting the most out of ISMIR 2021", which follow up on a community survey and blog post on the subject published before the conference. The sessions were hosted by Newcomer Initiatives Chairs Nick Gang (Apple) and myself. Another new initiative was the creation of Newcomer Squads, which connected ISMIR veterans with groups of newcomers to answer questions, give advice, and offer support over the conference week.
 
-    Diversity & Inclusion
-    The ISMIR 2021 conference takes a broad view of Diversity and Inclusion (D&I). Under the leadership of the conference D&I Chairs, in collaboration with the organising team at large, ISMIR 2021 offers a variety of initiatives intended to make the conference a positive, welcoming, and supportive environment for a diverse range of presenters and attendees. Notably, this year's virtual conference format, combined with generous sponsor support, has enabled an unprecedented level of financial support to cover registration and childcare costs. Registration waivers were made available to students, women and other underrepresented minorities in MIR, attendees from low-income countries, presenters in the "New-to-ISMIR" late-breaking/demo track, and unaffiliated attendees. All attendees were additionally eligible to apply for childcare grants. The ISMIR 2021 organisers also worked together to write several blog posts to decrease barriers to participation in the MIR research community, for example, by offering insights into preparing and reviewing scientific submissions. Finally, the ISMIR conference Code of Conduct remains in place for this year's virtual format. 
+
+Diversity & Inclusion
+The ISMIR 2021 conference takes a broad view of Diversity and Inclusion (D&I). Under the leadership of the conference D&I Chairs, in collaboration with the organising team at large, ISMIR 2021 offers a variety of initiatives intended to make the conference a positive, welcoming, and supportive environment for a diverse range of presenters and attendees. Notably, this year's virtual conference format, combined with generous sponsor support, has enabled an unprecedented level of financial support to cover registration and childcare costs. Registration waivers were made available to students, women and other underrepresented minorities in MIR, attendees from low-income countries, presenters in the "New-to-ISMIR" late-breaking/demo track, and unaffiliated attendees. All attendees were additionally eligible to apply for childcare grants. The ISMIR 2021 organisers also worked together to write several blog posts to decrease barriers to participation in the MIR research community, for example, by offering insights into preparing and reviewing scientific submissions. Finally, the ISMIR conference Code of Conduct remains in place for this year's virtual format. 
diff --git a/_config.yml b/_config.yml
deleted file mode 100644
index 8922878a84..0000000000
--- a/_config.yml
+++ /dev/null
@@ -1,8 +0,0 @@
-title: Elona Shatri
-logo: /assets/img/image.png
-description: Personal Website
-# show_downloads: true
-google_analytics:
-theme: jekyll-theme-minimal
-plugins:
-  - jekyll-image-size
diff --git a/_layouts/.default.html.icloud b/_layouts/.default.html.icloud
new file mode 100644
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diff --git a/_layouts/.post-default.html.icloud b/_layouts/.post-default.html.icloud
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diff --git a/_layouts/.post.html.icloud b/_layouts/.post.html.icloud
new file mode 100644
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GIT binary patch
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diff --git a/_layouts/default.html b/_layouts/default.html
deleted file mode 100644
index 0b31d90a3d..0000000000
--- a/_layouts/default.html
+++ /dev/null
@@ -1,65 +0,0 @@
-<!DOCTYPE html>
-<html lang="{{ site.lang | default: "en-US" }}">
-  <head>
-    <meta charset="UTF-8">
-    <meta http-equiv="X-UA-Compatible" content="IE=edge">
-    <meta name="viewport" content="width=device-width, initial-scale=1">
-
-{% seo %}
-    <link rel="stylesheet" href="{{ "/assets/css/style.css?v=" | append: site.github.build_revision | relative_url }}">
-    <!--[if lt IE 9]>
-    <script src="https://cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.3/html5shiv.min.js"></script>
-    <![endif]-->
-  </head>
-  <body>
-    <div class="wrapper">
-      <header>
-        <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
-        
-        {% if site.logo %}
-          <img src="/assets/img/elona.jpeg" alt="Profile" >
-        {% endif %}
-
-        <p>{{ site.description | default: site.github.project_tagline }}</p>
-
-        {% if site.github.is_project_page %}
-        <p class="view"><a href="{{ site.github.repository_url }}">View the Project on GitHub <small>{{ site.github.repository_nwo }}</small></a></p>
-        {% endif %}
-
-        {% if site.github.is_user_page %}
-        <p class="view"><a href="{{ site.github.owner_url }}">View My GitHub Profile</a></p>
-        {% endif %}
-
-        {% if site.show_downloads %}
-        <ul class="downloads">
-          <!-- <li><a href="{{ site.github.zip_url }}">Download <strong>ZIP File</strong></a></li>
-          <li><a href="{{ site.github.tar_url }}">Download <strong>TAR Ball</strong></a></li> -->
-          <li><a href="{{ site.github.repository_url }}">View On <strong>GitHub</strong></a></li>
-        </ul>
-        {% endif %}
-      </header>
-      <section>
-
-      {{ content }}
-
-      </section>
-      <footer>
-        {% if site.github.is_project_page %}
-        <p>This project is maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a></p>
-        {% endif %}
-        <!-- <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p> -->
-      </footer>
-    </div>
-    <script src="{{ "/assets/js/scale.fix.js" | relative_url }}"></script>
-    {% if site.google_analytics %}
-    <script>
-      (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-      (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-      m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-      })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-      ga('create', '{{ site.google_analytics }}', 'auto');
-      ga('send', 'pageview');
-    </script>
-    {% endif %}
-  </body>
-</html>
diff --git a/_layouts/post-default.html b/_layouts/post-default.html
deleted file mode 100644
index 7f8fec9b5b..0000000000
--- a/_layouts/post-default.html
+++ /dev/null
@@ -1,44 +0,0 @@
-<!DOCTYPE html>
-<html lang="{{ site.lang | default: "en-US" }}">
-  <head>
-    <meta charset="UTF-8">
-    <meta http-equiv="X-UA-Compatible" content="IE=edge">
-    <meta name="viewport" content="width=device-width, initial-scale=1">
-
-{% seo %}
-    <link rel="stylesheet" href="{{ "/assets/css/style.css?v=" | append: site.github.build_revision | relative_url }}">
-    <!--[if lt IE 9]>
-    <script src="https://cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.3/html5shiv.min.js"></script>
-    <![endif]-->
-  </head>
-  <body>
-    <div class="wrapper">
-      <header>
-        <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
-        
-      </header>
-      <section>
-
-      {{ content }}
-
-      </section>
-      <footer>
-        {% if site.github.is_project_page %}
-        <p>This project is maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a></p>
-        {% endif %}
-        <!-- <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p> -->
-      </footer>
-    </div>
-    <script src="{{ "/assets/js/scale.fix.js" | relative_url }}"></script>
-    {% if site.google_analytics %}
-    <script>
-      (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-      (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-      m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-      })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-      ga('create', '{{ site.google_analytics }}', 'auto');
-      ga('send', 'pageview');
-    </script>
-    {% endif %}
-  </body>
-</html>
diff --git a/_layouts/post.html b/_layouts/post.html
deleted file mode 100644
index 251f0b737a..0000000000
--- a/_layouts/post.html
+++ /dev/null
@@ -1,14 +0,0 @@
----
-layout: post-default
----
-
-<small>{{ page.date | date: "%-d %B %Y" }}</small>
-<!-- <h1>{{ page.title }}</h1> -->
-
-<p class="view">by {{ page.author | default: site.author }}</p>
-
-{{content}}
-
-{% if page.tags %}
-  <small>tags: <em>{{ page.tags | join: "</em> - <em>" }}</em></small>
-{% endif %}
diff --git a/_sass/.fonts.scss.icloud b/_sass/.fonts.scss.icloud
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diff --git a/_sass/.jekyll-theme-minimal.scss.icloud b/_sass/.jekyll-theme-minimal.scss.icloud
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diff --git a/_sass/.rouge-github.scss.icloud b/_sass/.rouge-github.scss.icloud
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diff --git a/_sass/fonts.scss b/_sass/fonts.scss
deleted file mode 100644
index 04c28e9351..0000000000
--- a/_sass/fonts.scss
+++ /dev/null
@@ -1,55 +0,0 @@
-@font-face {
-  font-family: 'Noto Sans';
-  font-weight: 400;
-  font-style: normal;
-  src: url('../fonts/Noto-Sans-regular/Noto-Sans-regular.eot');
-  src: url('../fonts/Noto-Sans-regular/Noto-Sans-regular.eot?#iefix') format('embedded-opentype'),
-       local('Noto Sans'),
-       local('Noto-Sans-regular'),
-       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.woff2') format('woff2'),
-       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.woff') format('woff'),
-       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.ttf') format('truetype'),
-       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.svg#NotoSans') format('svg');
-}
-
-@font-face {
-  font-family: 'Noto Sans';
-  font-weight: 700;
-  font-style: normal;
-  src: url('../fonts/Noto-Sans-700/Noto-Sans-700.eot');
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diff --git a/_sass/jekyll-theme-minimal.scss b/_sass/jekyll-theme-minimal.scss
deleted file mode 100644
index fecbca3e0a..0000000000
--- a/_sass/jekyll-theme-minimal.scss
+++ /dev/null
@@ -1,286 +0,0 @@
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-@media print, screen and (max-width: 720px) {
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-  header ul, header p.view {
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-  }
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-  pre, code {
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-  }
-}
-
-@media print, screen and (max-width: 480px) {
-  body {
-    padding:15px;
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-
-  .downloads {
-    width:99%;
-  }
-
-  .downloads li, .downloads li + li + li {
-    width:33%;
-  }
-}
-
-@media print {
-  body {
-    padding:0.4in;
-    font-size:12pt;
-    color:#444;
-  }
-}
diff --git a/_sass/rouge-github.scss b/_sass/rouge-github.scss
deleted file mode 100644
index daf76adee9..0000000000
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diff --git a/data/.doremi_classes_attributes.csv.icloud b/data/.doremi_classes_attributes.csv.icloud
new file mode 100644
index 0000000000000000000000000000000000000000..1026d7c574f812479a16e7fb5ddbc215901ca7e9
GIT binary patch
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diff --git a/data/doremi_classes_attributes.csv b/data/doremi_classes_attributes.csv
deleted file mode 100644
index 15d2566bc2..0000000000
--- a/data/doremi_classes_attributes.csv
+++ /dev/null
@@ -1,96 +0,0 @@
-|Class| Frequency| dorico_event_id| clef_type| clef_hotspot| lef_required_stave_lines| clef_stave_position| staff_id| dorico_event_ids| grace_note| duration_beats| onset_beats| pitch_octave| midi_pitch_code| normalized_pitch_step| time_signature_description| | | text|
-|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
-|accidentalDoubleFlat| 244| | | | | | x| | | | | | | | | | | |
-|accidentalDoubleSharp| 330| | | | | | x| | | | | | | | | | | |
-|accidentalFlat| 12705| | | | | | x| | | | | | | | | | | |
-|accidentalKomaFlat| 5| | | | | | x| | | | | | | | | | | |
-|accidentalKomaSharp| 5| | | | | | x| | | | | | | | | | | |
-|accidentalNatural| 11137| | | | | | x| | | | | | | | | | | |
-|accidentalQuarterToneFlatStein| 162| | | | | | x| | | | | | | | | | | |
-|accidentalQuarterToneSharpStein| 191| | | | | | x| | | | | | | | | | | |
-|accidentalSharp| 12908| | | | | | x| | | | | | | | | | | |
-|accidentalThreeQuarterTonesFlatZimmermann| 1| | | | | | x| | | | | | | | | | | |
-|accidentalThreeQuarterTonesSharpStein| 27| | | | | | x| | | | | | | | | | | |
-|accidentalTripleFlat| 1| | | | | | x| | | | | | | | | | | |
-|accidentalTripleSharp| 1| | | | | | x| | | | | | | | | | | |
-|articAccentAbove| 1477| | | | | | x| | | | | | | | | | | |
-|articAccentBelow| 1916| | | | | | x| | | | | | | | | | | |
-|articMarcatoAbove| 278| | | | | | x| | | | | | | | | | | |
-|articMarcatoBelow| 34| | | | | | x| | | | | | | | | | | |
-|articStaccatissimoAbove| 536| | | | | | x| | | | | | | | | | | |
-|articStaccatissimoBelow| 414| | | | | | x| | | | | | | | | | | |
-|articStaccatoAbove| 5018| | | | | | x| | | | | | | | | | | |
-|articStaccatoBelow| 6108| | | | | | x| | | | | | | | | | | |
-|articTenutoAbove| 823| | | | | | x| | | | | | | | | | | |
-|articTenutoBelow| 735| | | | | | x| | | | | | | | | | | |
-|augmentationDot| 2762| | | | | | | | | | | | | | | | | |
-|barline| 28142| | | | | | | | | | | | | | | | | |
-|beam| 52539| | | | | | x| x| | | | | | | | | | |
-|cClef| 1161| x| x| x| x| x| x| | | | | | | | | | | |
-|dynamicFF| 242| | | | | | x| | | | | | | | | | | |
-|dynamicFFF| 88| | | | | | x| | | | | | | | | | | |
-|dynamicFFFF| 4| | | | | | x| | | | | | | | | | | |
-|dynamicForte| 777| | | | | | x| | | | | | | | | | | |
-|dynamicFortePiano| 60| | | | | | x| | | | | | | | | | | |
-|dynamicForzando| 35| | | | | | x| | | | | | | | | | | |
-|dynamicMF| 1803| | | | | | x| | | | | | | | | | | |
-|dynamicMP| 185| | | | | | x| | | | | | | | | | | |
-|dynamicPiano| 3987| | | | | | x| | | | | | | | | | | |
-|dynamicPP| 1807| | | | | | x| | | | | | | | | | | |
-|dynamicPPP| 93| | | | | | x| | | | | | | | | | | |
-|dynamicPPPP| 13| | | | | | x| | | | | | | | | | | |
-|dynamicRinforzando2| 5| | | | | | x| | | | | | | | | | | |
-|dynamicSforzato| 236| | | | | | x| | | | | | | | | | | |
-|dynamicSforzatoFF| 6| | | | | | x| | | | | | | | | | | |
-|dynamicText| 110| | | | | | x| | | | | | | | | | | x|
-|fClef| 3543| x| x| x| x| x| x| | | | | | | | | | | |
-|flag16thDown| 430| | | | | | x| | x| | | | | | | | | |
-|flag16thUp| 18245| | | | | | x| | x| | | | | | | | | |
-|flag32ndDown| 31| | | | | | x| | x| | | | | | | | | |
-|flag32ndUp| 7264| | | | | | x| | x| | | | | | | | | |
-|flag64thUp| 10| | | | | | x| | x| | | | | | | | | |
-|flag8thDown| 3672| | | | | | x| | x| | | | | | | | | |
-|flag8thUp| 8113| | | | | | x| | x| | | | | | | | | |
-|gClef| 12278| x| x| x| x| x| x| | | | | | | | | | | |
-|gradualDynamic| 7084| | | | | | x| | | | | | | | | | | |
-|kStaffLine| 160426| | | | | | x| | | | | | | | | | | |
-|mensuralNoteheadMinimaWhite| 9| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadBlack| 247741| x| | | | | x| | x| x| x| x| x| x| | | | |
-|noteheadDiamondWhole| 8| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadDoubleWholeSquare| 3| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadHalf| 8648| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadTriangleUpBlack| 27| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadTriangleUpHalf| 3| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadWhole| 1502| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadXBlack| 81| x| | | | | x| | | x| x| x| x| x| | | | |
-|ornamentMordent| 7| x| | | | | x| | | | | | | | | | | |
-|ornamentTrill| 58| x| | | | | x| | | | | | | | | | | |
-|ornamentTurn| 6| x| | | | | x| | | | | | | | | | | |
-|rest| 4| | | | | | | | | | | | | | | | | |
-|rest16th| 29411| | | | | | | | | | | | | | | | | |
-|rest32nd| 10218| | | | | | | | | | | | | | | | | |
-|rest64th| 4| | | | | | | | | | | | | | | | | |
-|rest8th| 24124| | | | | | | | | | | | | | | | | |
-|restHalf| 1376| | | | | | | | | | | | | | | | | |
-|restQuarter| 13223| | | | | | | | | | | | | | | | | |
-|restWhole| 14382| | | | | | | | | | | | | | | | | |
-|slur| 13928| x| | | | | x| | | | | | | | | | | |
-|stem| 227889| | | | | | x| | | | | | | | | | | |
-|systemicBarline| 2078| | | | | | | | | | | | | | | | | |
-|tie| 8626| x| | | | | x| | | | | | | | | | | |
-|timeSig1| 2| x| | | | | x| | | | | | | | x| | | |
-|timeSig2| 1084| x| | | | | x| | | | | | | | x| | | |
-|timeSig3| 1203| x| | | | | x| | | | | | | | x| | | |
-|timeSig4| 2674| x| | | | | x| | | | | | | | x| | | |
-|timeSig5| 507| x| | | | | x| | | | | | | | x| | | |
-|timeSig6| 246| x| | | | | x| | | | | | | | x| | | |
-|timeSig7| 125| x| | | | | x| | | | | | | | x| | | |
-|timeSig8| 1661| x| | | | | x| | | | | | | | x| | | |
-|timeSig9| 79| x| | | | | x| | | | | | | | x| | | |
-|timeSigCommon| 206| x| | | | | x| | | | | | | | x| | | |
-|timeSigCutCommon| 113| x| | | | | x| | | | | | | | x| | | |
-|timeSignatureComponent| 443| x| | | | | x| | | | | | | | x| | | |
-|tupletBracket| 4970| x| | | | | x| | | | | | | | | | | |
-|tupletText| 4900| x| | | | | x| | | | | | | | | | | x|
-|unpitchedPercussionClef1| 223| x| x| x| x| x| x| | | | | | | | | | | |
-|wiggleTrill| 45| x| | | | | x| | | | | | | | | | | |
\ No newline at end of file
diff --git a/index.md b/index.md
index 65b3673c07..1dd6a4add0 100644
--- a/index.md
+++ b/index.md
@@ -5,6 +5,14 @@ layout: default
 ## News
 * [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
 
+
+## Paublished Research
+
+*   [Optical Music Recogntion: State of the Art and Major Challenges at TENOR2020-2021](https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf)
+*   [DoReMi: First glance at a universal OMR dataset - WoRMS2021](https://sites.google.com/view/worms2021/home)
+*   [https://sites.google.com/view/worms2022/proceedings](https://sites.google.com/view/worms2022/proceedings)
+*   [Work under double blind review]
+
 ## About Me 
 
 Hello there!
@@ -33,10 +41,7 @@ We recently published our DoReMi dataset at the [3rd International Workshop on R
 
 Documentation is also availabe in the same repository of the data release. 
 
-## Papers
 
-*   [Optical Music Recogntion: State of the Art and Major Challenges at TENOR2020-2021](https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf)
-*   [DoReMi: First glance at a universal OMR dataset - WoRMS2021](https://sites.google.com/view/worms2021/home)
 
 ## Blogposts
 
diff --git a/jekyll-theme-minimal.gemspec b/jekyll-theme-minimal.gemspec
deleted file mode 100644
index 99bb578102..0000000000
--- a/jekyll-theme-minimal.gemspec
+++ /dev/null
@@ -1,22 +0,0 @@
-# frozen_string_literal: true
-
-Gem::Specification.new do |s|
-  s.name          = 'Elonashatri'
-  s.version       = '0.1.1'
-  s.license       = 'CC0-1.0'
-  s.authors       = ['Elona Shatri', 'GitHub, Inc.']
-  s.email         = ['e.shatri@qmul.ac.uk']
-  s.homepage      = 'https://github.com/pages-themes/minimal'
-  s.summary       = ''
-
-  s.files         = `git ls-files -z`.split("\x0").select do |f|
-    f.match(%r{^((_includes|_layouts|_sass|assets)/|(LICENSE|README)((\.(txt|md|markdown)|$)))}i)
-  end
-
-  s.platform = Gem::Platform::RUBY
-  s.add_runtime_dependency 'jekyll', '> 3.5', '< 5.0'
-  s.add_runtime_dependency 'jekyll-seo-tag', '~> 2.0'
-  s.add_development_dependency 'html-proofer', '~> 3.0'
-  s.add_development_dependency 'rubocop', '~> 0.50'
-  s.add_development_dependency 'w3c_validators', '~> 1.3'
-end

From 6bd29470282e16160f4912010f2faa03ea6d7582 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 24 Nov 2022 12:16:25 +0000
Subject: [PATCH 47/63] paper

---
 index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/index.md b/index.md
index 1dd6a4add0..3e3ee38cc8 100644
--- a/index.md
+++ b/index.md
@@ -11,7 +11,7 @@ layout: default
 *   [Optical Music Recogntion: State of the Art and Major Challenges at TENOR2020-2021](https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf)
 *   [DoReMi: First glance at a universal OMR dataset - WoRMS2021](https://sites.google.com/view/worms2021/home)
 *   [https://sites.google.com/view/worms2022/proceedings](https://sites.google.com/view/worms2022/proceedings)
-*   [Work under double blind review]
+*   Journal work under double blind review
 
 ## About Me 
 

From 562384c9770245d1b1f04ae45419a9de2fe0a429 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 24 Nov 2022 12:19:31 +0000
Subject: [PATCH 48/63] recommit

---
 .._config.yml.icloud                          | Bin 158 -> 0 bytes
 .Gemfile.lock.icloud                          | Bin 160 -> 0 bytes
 .jekyll-theme-minimal.gemspec.icloud          | Bin 178 -> 0 bytes
 _config.yml                                   |   8 +
 _layouts/.default.html.icloud                 | Bin 160 -> 0 bytes
 _layouts/.post-default.html.icloud            | Bin 167 -> 0 bytes
 _layouts/.post.html.icloud                    | Bin 157 -> 0 bytes
 _layouts/default.html                         |  65 ++++
 _layouts/post-default.html                    |  44 +++
 _layouts/post.html                            |  14 +
 _sass/.fonts.scss.icloud                      | Bin 158 -> 0 bytes
 _sass/.jekyll-theme-minimal.scss.icloud       | Bin 175 -> 0 bytes
 _sass/.rouge-github.scss.icloud               | Bin 167 -> 0 bytes
 _sass/fonts.scss                              |  55 ++++
 _sass/jekyll-theme-minimal.scss               | 286 ++++++++++++++++++
 _sass/rouge-github.scss                       | 209 +++++++++++++
 assets/css/.style.scss.icloud                 | Bin 157 -> 0 bytes
 assets/css/style.scss                         |   7 +
 .../Noto-Sans-700/.Noto-Sans-700.eot.icloud   | Bin 167 -> 0 bytes
 .../Noto-Sans-700/.Noto-Sans-700.ttf.icloud   | Bin 167 -> 0 bytes
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 assets/fonts/Noto-Sans-700/Noto-Sans-700.eot  | Bin 0 -> 16716 bytes
 assets/fonts/Noto-Sans-700/Noto-Sans-700.ttf  | Bin 0 -> 29704 bytes
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 .../fonts/Noto-Sans-700/Noto-Sans-700.woff2   | Bin 0 -> 9724 bytes
 .../.Noto-Sans-700italic.eot.icloud           | Bin 173 -> 0 bytes
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 .../Noto-Sans-italic/Noto-Sans-italic.ttf     | Bin 0 -> 26644 bytes
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 .../Noto-Sans-italic/Noto-Sans-italic.woff2   | Bin 0 -> 9572 bytes
 .../.Noto-Sans-regular.eot.icloud             | Bin 171 -> 0 bytes
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 .../.Noto-Sans-regular.woff2.icloud           | Bin 173 -> 0 bytes
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 .../Noto-Sans-regular/Noto-Sans-regular.ttf   | Bin 0 -> 29288 bytes
 .../Noto-Sans-regular/Noto-Sans-regular.woff  | Bin 0 -> 12840 bytes
 .../Noto-Sans-regular/Noto-Sans-regular.woff2 | Bin 0 -> 9932 bytes
 data/.doremi_classes_attributes.csv.icloud    | Bin 179 -> 0 bytes
 data/doremi_classes_attributes.csv            |  96 ++++++
 jekyll-theme-minimal.gemspec                  |  22 ++
 53 files changed, 806 insertions(+)
 delete mode 100644 .._config.yml.icloud
 delete mode 100644 .Gemfile.lock.icloud
 delete mode 100644 .jekyll-theme-minimal.gemspec.icloud
 create mode 100644 _config.yml
 delete mode 100644 _layouts/.default.html.icloud
 delete mode 100644 _layouts/.post-default.html.icloud
 delete mode 100644 _layouts/.post.html.icloud
 create mode 100644 _layouts/default.html
 create mode 100644 _layouts/post-default.html
 create mode 100644 _layouts/post.html
 delete mode 100644 _sass/.fonts.scss.icloud
 delete mode 100644 _sass/.jekyll-theme-minimal.scss.icloud
 delete mode 100644 _sass/.rouge-github.scss.icloud
 create mode 100644 _sass/fonts.scss
 create mode 100644 _sass/jekyll-theme-minimal.scss
 create mode 100644 _sass/rouge-github.scss
 delete mode 100644 assets/css/.style.scss.icloud
 create mode 100644 assets/css/style.scss
 delete mode 100755 assets/fonts/Noto-Sans-700/.Noto-Sans-700.eot.icloud
 delete mode 100755 assets/fonts/Noto-Sans-700/.Noto-Sans-700.ttf.icloud
 delete mode 100755 assets/fonts/Noto-Sans-700/.Noto-Sans-700.woff.icloud
 delete mode 100755 assets/fonts/Noto-Sans-700/.Noto-Sans-700.woff2.icloud
 create mode 100755 assets/fonts/Noto-Sans-700/Noto-Sans-700.eot
 create mode 100755 assets/fonts/Noto-Sans-700/Noto-Sans-700.ttf
 create mode 100755 assets/fonts/Noto-Sans-700/Noto-Sans-700.woff
 create mode 100755 assets/fonts/Noto-Sans-700/Noto-Sans-700.woff2
 delete mode 100755 assets/fonts/Noto-Sans-700italic/.Noto-Sans-700italic.eot.icloud
 delete mode 100755 assets/fonts/Noto-Sans-700italic/.Noto-Sans-700italic.ttf.icloud
 delete mode 100755 assets/fonts/Noto-Sans-700italic/.Noto-Sans-700italic.woff.icloud
 delete mode 100755 assets/fonts/Noto-Sans-700italic/.Noto-Sans-700italic.woff2.icloud
 create mode 100755 assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot
 create mode 100755 assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.ttf
 create mode 100755 assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff
 create mode 100755 assets/fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff2
 delete mode 100755 assets/fonts/Noto-Sans-italic/.Noto-Sans-italic.eot.icloud
 delete mode 100755 assets/fonts/Noto-Sans-italic/.Noto-Sans-italic.ttf.icloud
 delete mode 100755 assets/fonts/Noto-Sans-italic/.Noto-Sans-italic.woff.icloud
 delete mode 100755 assets/fonts/Noto-Sans-italic/.Noto-Sans-italic.woff2.icloud
 create mode 100755 assets/fonts/Noto-Sans-italic/Noto-Sans-italic.eot
 create mode 100755 assets/fonts/Noto-Sans-italic/Noto-Sans-italic.ttf
 create mode 100755 assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff
 create mode 100755 assets/fonts/Noto-Sans-italic/Noto-Sans-italic.woff2
 delete mode 100755 assets/fonts/Noto-Sans-regular/.Noto-Sans-regular.eot.icloud
 delete mode 100755 assets/fonts/Noto-Sans-regular/.Noto-Sans-regular.ttf.icloud
 delete mode 100755 assets/fonts/Noto-Sans-regular/.Noto-Sans-regular.woff.icloud
 delete mode 100755 assets/fonts/Noto-Sans-regular/.Noto-Sans-regular.woff2.icloud
 create mode 100755 assets/fonts/Noto-Sans-regular/Noto-Sans-regular.eot
 create mode 100755 assets/fonts/Noto-Sans-regular/Noto-Sans-regular.ttf
 create mode 100755 assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff
 create mode 100755 assets/fonts/Noto-Sans-regular/Noto-Sans-regular.woff2
 delete mode 100644 data/.doremi_classes_attributes.csv.icloud
 create mode 100644 data/doremi_classes_attributes.csv
 create mode 100644 jekyll-theme-minimal.gemspec

diff --git a/.._config.yml.icloud b/.._config.yml.icloud
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diff --git a/_config.yml b/_config.yml
new file mode 100644
index 0000000000..8922878a84
--- /dev/null
+++ b/_config.yml
@@ -0,0 +1,8 @@
+title: Elona Shatri
+logo: /assets/img/image.png
+description: Personal Website
+# show_downloads: true
+google_analytics:
+theme: jekyll-theme-minimal
+plugins:
+  - jekyll-image-size
diff --git a/_layouts/.default.html.icloud b/_layouts/.default.html.icloud
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diff --git a/_layouts/default.html b/_layouts/default.html
new file mode 100644
index 0000000000..0b31d90a3d
--- /dev/null
+++ b/_layouts/default.html
@@ -0,0 +1,65 @@
+<!DOCTYPE html>
+<html lang="{{ site.lang | default: "en-US" }}">
+  <head>
+    <meta charset="UTF-8">
+    <meta http-equiv="X-UA-Compatible" content="IE=edge">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+
+{% seo %}
+    <link rel="stylesheet" href="{{ "/assets/css/style.css?v=" | append: site.github.build_revision | relative_url }}">
+    <!--[if lt IE 9]>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.3/html5shiv.min.js"></script>
+    <![endif]-->
+  </head>
+  <body>
+    <div class="wrapper">
+      <header>
+        <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
+        
+        {% if site.logo %}
+          <img src="/assets/img/elona.jpeg" alt="Profile" >
+        {% endif %}
+
+        <p>{{ site.description | default: site.github.project_tagline }}</p>
+
+        {% if site.github.is_project_page %}
+        <p class="view"><a href="{{ site.github.repository_url }}">View the Project on GitHub <small>{{ site.github.repository_nwo }}</small></a></p>
+        {% endif %}
+
+        {% if site.github.is_user_page %}
+        <p class="view"><a href="{{ site.github.owner_url }}">View My GitHub Profile</a></p>
+        {% endif %}
+
+        {% if site.show_downloads %}
+        <ul class="downloads">
+          <!-- <li><a href="{{ site.github.zip_url }}">Download <strong>ZIP File</strong></a></li>
+          <li><a href="{{ site.github.tar_url }}">Download <strong>TAR Ball</strong></a></li> -->
+          <li><a href="{{ site.github.repository_url }}">View On <strong>GitHub</strong></a></li>
+        </ul>
+        {% endif %}
+      </header>
+      <section>
+
+      {{ content }}
+
+      </section>
+      <footer>
+        {% if site.github.is_project_page %}
+        <p>This project is maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a></p>
+        {% endif %}
+        <!-- <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p> -->
+      </footer>
+    </div>
+    <script src="{{ "/assets/js/scale.fix.js" | relative_url }}"></script>
+    {% if site.google_analytics %}
+    <script>
+      (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+      (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
+      m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+      })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
+      ga('create', '{{ site.google_analytics }}', 'auto');
+      ga('send', 'pageview');
+    </script>
+    {% endif %}
+  </body>
+</html>
diff --git a/_layouts/post-default.html b/_layouts/post-default.html
new file mode 100644
index 0000000000..7f8fec9b5b
--- /dev/null
+++ b/_layouts/post-default.html
@@ -0,0 +1,44 @@
+<!DOCTYPE html>
+<html lang="{{ site.lang | default: "en-US" }}">
+  <head>
+    <meta charset="UTF-8">
+    <meta http-equiv="X-UA-Compatible" content="IE=edge">
+    <meta name="viewport" content="width=device-width, initial-scale=1">
+
+{% seo %}
+    <link rel="stylesheet" href="{{ "/assets/css/style.css?v=" | append: site.github.build_revision | relative_url }}">
+    <!--[if lt IE 9]>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.3/html5shiv.min.js"></script>
+    <![endif]-->
+  </head>
+  <body>
+    <div class="wrapper">
+      <header>
+        <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
+        
+      </header>
+      <section>
+
+      {{ content }}
+
+      </section>
+      <footer>
+        {% if site.github.is_project_page %}
+        <p>This project is maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a></p>
+        {% endif %}
+        <!-- <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p> -->
+      </footer>
+    </div>
+    <script src="{{ "/assets/js/scale.fix.js" | relative_url }}"></script>
+    {% if site.google_analytics %}
+    <script>
+      (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+      (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
+      m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+      })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
+      ga('create', '{{ site.google_analytics }}', 'auto');
+      ga('send', 'pageview');
+    </script>
+    {% endif %}
+  </body>
+</html>
diff --git a/_layouts/post.html b/_layouts/post.html
new file mode 100644
index 0000000000..251f0b737a
--- /dev/null
+++ b/_layouts/post.html
@@ -0,0 +1,14 @@
+---
+layout: post-default
+---
+
+<small>{{ page.date | date: "%-d %B %Y" }}</small>
+<!-- <h1>{{ page.title }}</h1> -->
+
+<p class="view">by {{ page.author | default: site.author }}</p>
+
+{{content}}
+
+{% if page.tags %}
+  <small>tags: <em>{{ page.tags | join: "</em> - <em>" }}</em></small>
+{% endif %}
diff --git a/_sass/.fonts.scss.icloud b/_sass/.fonts.scss.icloud
deleted file mode 100644
index a5e602c07c70bf14ce44e7edcc83d578a8907b42..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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zMaiill?5QFsI>gNl48B$<l<sM&Oh-2GFTM`rKXqWBo=Y-%jkQBMlgT@BO`=nV29E$
GsvH2IqAM-{

diff --git a/_sass/.jekyll-theme-minimal.scss.icloud b/_sass/.jekyll-theme-minimal.scss.icloud
deleted file mode 100644
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GIT binary patch
literal 0
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V=zFDQGJpXiBZOvPhte>r0{~h{F&6*;

diff --git a/_sass/.rouge-github.scss.icloud b/_sass/.rouge-github.scss.icloud
deleted file mode 100644
index 804992cb3cd28d2a1b3c4b1e6bca6876fdf285c4..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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literal 167
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zMaiill?4zf!J_=q^i<vS%#w`KB)#I~;$lJW@OS|ktU7{H(@S#_i#YgY^u6K|8Nh&%
N5kfPtLunY*002uWEpz|?

diff --git a/_sass/fonts.scss b/_sass/fonts.scss
new file mode 100644
index 0000000000..04c28e9351
--- /dev/null
+++ b/_sass/fonts.scss
@@ -0,0 +1,55 @@
+@font-face {
+  font-family: 'Noto Sans';
+  font-weight: 400;
+  font-style: normal;
+  src: url('../fonts/Noto-Sans-regular/Noto-Sans-regular.eot');
+  src: url('../fonts/Noto-Sans-regular/Noto-Sans-regular.eot?#iefix') format('embedded-opentype'),
+       local('Noto Sans'),
+       local('Noto-Sans-regular'),
+       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.woff2') format('woff2'),
+       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.woff') format('woff'),
+       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.ttf') format('truetype'),
+       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.svg#NotoSans') format('svg');
+}
+
+@font-face {
+  font-family: 'Noto Sans';
+  font-weight: 700;
+  font-style: normal;
+  src: url('../fonts/Noto-Sans-700/Noto-Sans-700.eot');
+  src: url('../fonts/Noto-Sans-700/Noto-Sans-700.eot?#iefix') format('embedded-opentype'),
+       local('Noto Sans Bold'),
+       local('Noto-Sans-700'),
+       url('../fonts/Noto-Sans-700/Noto-Sans-700.woff2') format('woff2'),
+       url('../fonts/Noto-Sans-700/Noto-Sans-700.woff') format('woff'),
+       url('../fonts/Noto-Sans-700/Noto-Sans-700.ttf') format('truetype'),
+       url('../fonts/Noto-Sans-700/Noto-Sans-700.svg#NotoSans') format('svg');
+}
+
+@font-face {
+  font-family: 'Noto Sans';
+  font-weight: 400;
+  font-style: italic;
+  src: url('../fonts/Noto-Sans-italic/Noto-Sans-italic.eot');
+  src: url('../fonts/Noto-Sans-italic/Noto-Sans-italic.eot?#iefix') format('embedded-opentype'),
+       local('Noto Sans Italic'),
+       local('Noto-Sans-italic'),
+       url('../fonts/Noto-Sans-italic/Noto-Sans-italic.woff2') format('woff2'),
+       url('../fonts/Noto-Sans-italic/Noto-Sans-italic.woff') format('woff'),
+       url('../fonts/Noto-Sans-italic/Noto-Sans-italic.ttf') format('truetype'),
+       url('../fonts/Noto-Sans-italic/Noto-Sans-italic.svg#NotoSans') format('svg');
+}
+
+@font-face {
+  font-family: 'Noto Sans';
+  font-weight: 700;
+  font-style: italic;
+  src: url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot');
+  src: url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot?#iefix') format('embedded-opentype'),
+       local('Noto Sans Bold Italic'),
+       local('Noto-Sans-700italic'),
+       url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff2') format('woff2'),
+       url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff') format('woff'),
+       url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.ttf') format('truetype'),
+       url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.svg#NotoSans') format('svg');
+}
diff --git a/_sass/jekyll-theme-minimal.scss b/_sass/jekyll-theme-minimal.scss
new file mode 100644
index 0000000000..fecbca3e0a
--- /dev/null
+++ b/_sass/jekyll-theme-minimal.scss
@@ -0,0 +1,286 @@
+@import "fonts";
+@import "rouge-github";
+
+body {
+  background-color: #fff;
+  padding:50px;
+  font: 14px/1.5 "Noto Sans", "Helvetica Neue", Helvetica, Arial, sans-serif;
+  color:#727272;
+  font-weight:400;
+}
+
+h1, h2, h3, h4, h5, h6 {
+  color:#222;
+  margin:0 0 20px;
+}
+
+p, ul, ol, table, pre, dl {
+  margin:0 0 20px;
+}
+
+h1, h2, h3 {
+  line-height:1.1;
+}
+
+h1 {
+  font-size:28px;
+}
+
+h2 {
+  color:#393939;
+}
+
+h3, h4, h5, h6 {
+  color:#494949;
+}
+
+a {
+  color:#267CB9;
+  text-decoration:none;
+}
+
+a:hover, a:focus {
+  color:#069;
+  font-weight: bold;
+}
+
+a small {
+  font-size:11px;
+  color:#777;
+  margin-top:-0.3em;
+  display:block;
+}
+
+a:hover small {
+  color:#777;
+}
+
+.wrapper {
+  width:860px;
+  margin:0 auto;
+}
+
+blockquote {
+  border-left:1px solid #e5e5e5;
+  margin:0;
+  padding:0 0 0 20px;
+  font-style:italic;
+}
+
+code, pre {
+  font-family:Monaco, Bitstream Vera Sans Mono, Lucida Console, Terminal, Consolas, Liberation Mono, DejaVu Sans Mono, Courier New, monospace;
+  color:#333;
+}
+
+pre {
+  padding:8px 15px;
+  background: #f8f8f8;
+  border-radius:5px;
+  border:1px solid #e5e5e5;
+  overflow-x: auto;
+}
+
+table {
+  width:100%;
+  border-collapse:collapse;
+}
+
+th, td {
+  text-align:left;
+  padding:5px 10px;
+  border-bottom:1px solid #e5e5e5;
+}
+
+dt {
+  color:#444;
+  font-weight:700;
+}
+
+th {
+  color:#444;
+}
+
+img {
+  max-width:100%;
+}
+
+kbd {
+  background-color: #fafbfc;
+  border: 1px solid #c6cbd1;
+  border-bottom-color: #959da5;
+  border-radius: 3px;
+  box-shadow: inset 0 -1px 0 #959da5;
+  color: #444d56;
+  display: inline-block;
+  font-size: 11px;
+  line-height: 10px;
+  padding: 3px 5px;
+  vertical-align: middle;
+}
+
+header {
+  width:270px;
+  float:left;
+  position:fixed;
+  -webkit-font-smoothing:subpixel-antialiased;
+}
+
+ul.downloads {
+  list-style:none;
+  height:40px;
+  padding:0;
+  background: #f4f4f4;
+  border-radius:5px;
+  border:1px solid #e0e0e0;
+  width:270px;
+}
+
+.downloads li {
+  width:89px;
+  float:left;
+  border-right:1px solid #e0e0e0;
+  height:40px;
+}
+
+.downloads li:first-child a {
+  border-radius:5px 0 0 5px;
+}
+
+.downloads li:last-child a {
+  border-radius:0 5px 5px 0;
+}
+
+.downloads a {
+  line-height:1;
+  font-size:11px;
+  color:#676767;
+  display:block;
+  text-align:center;
+  padding-top:6px;
+  height:34px;
+}
+
+.downloads a:hover, .downloads a:focus {
+  color:#675C5C;
+  font-weight:bold;
+}
+
+.downloads ul a:active {
+  background-color:#f0f0f0;
+}
+
+strong {
+  color:#222;
+  font-weight:700;
+}
+
+.downloads li + li + li {
+  border-right:none;
+  width:89px;
+}
+
+.downloads a strong {
+  font-size:14px;
+  display:block;
+  color:#222;
+}
+
+section {
+  width:500px;
+  float:right;
+  padding-bottom:50px;
+}
+
+small {
+  font-size:11px;
+}
+
+hr {
+  border:0;
+  background:#e5e5e5;
+  height:1px;
+  margin:0 0 20px;
+}
+
+footer {
+  width:270px;
+  float:left;
+  position:fixed;
+  bottom:50px;
+  -webkit-font-smoothing:subpixel-antialiased;
+}
+
+@media print, screen and (max-width: 960px) {
+
+  div.wrapper {
+    width:auto;
+    margin:0;
+  }
+
+  header, section, footer {
+    float:none;
+    position:static;
+    width:auto;
+  }
+
+  header {
+    padding-right:320px;
+  }
+
+  section {
+    border:1px solid #e5e5e5;
+    border-width:1px 0;
+    padding:20px 0;
+    margin:0 0 20px;
+  }
+
+  header a small {
+    display:inline;
+  }
+
+  header ul {
+    position:absolute;
+    right:50px;
+    top:52px;
+  }
+}
+
+@media print, screen and (max-width: 720px) {
+  body {
+    word-wrap:break-word;
+  }
+
+  header {
+    padding:0;
+  }
+
+  header ul, header p.view {
+    position:static;
+  }
+
+  pre, code {
+    word-wrap:normal;
+  }
+}
+
+@media print, screen and (max-width: 480px) {
+  body {
+    padding:15px;
+  }
+
+  .downloads {
+    width:99%;
+  }
+
+  .downloads li, .downloads li + li + li {
+    width:33%;
+  }
+}
+
+@media print {
+  body {
+    padding:0.4in;
+    font-size:12pt;
+    color:#444;
+  }
+}
diff --git a/_sass/rouge-github.scss b/_sass/rouge-github.scss
new file mode 100644
index 0000000000..daf76adee9
--- /dev/null
+++ b/_sass/rouge-github.scss
@@ -0,0 +1,209 @@
+.highlight table td { padding: 5px; }
+.highlight table pre { margin: 0; }
+.highlight .cm {
+  color: #999988;
+  font-style: italic;
+}
+.highlight .cp {
+  color: #999999;
+  font-weight: bold;
+}
+.highlight .c1 {
+  color: #999988;
+  font-style: italic;
+}
+.highlight .cs {
+  color: #999999;
+  font-weight: bold;
+  font-style: italic;
+}
+.highlight .c, .highlight .cd {
+  color: #999988;
+  font-style: italic;
+}
+.highlight .err {
+  color: #a61717;
+  background-color: #e3d2d2;
+}
+.highlight .gd {
+  color: #000000;
+  background-color: #ffdddd;
+}
+.highlight .ge {
+  color: #000000;
+  font-style: italic;
+}
+.highlight .gr {
+  color: #aa0000;
+}
+.highlight .gh {
+  color: #999999;
+}
+.highlight .gi {
+  color: #000000;
+  background-color: #ddffdd;
+}
+.highlight .go {
+  color: #888888;
+}
+.highlight .gp {
+  color: #555555;
+}
+.highlight .gs {
+  font-weight: bold;
+}
+.highlight .gu {
+  color: #aaaaaa;
+}
+.highlight .gt {
+  color: #aa0000;
+}
+.highlight .kc {
+  color: #000000;
+  font-weight: bold;
+}
+.highlight .kd {
+  color: #000000;
+  font-weight: bold;
+}
+.highlight .kn {
+  color: #000000;
+  font-weight: bold;
+}
+.highlight .kp {
+  color: #000000;
+  font-weight: bold;
+}
+.highlight .kr {
+  color: #000000;
+  font-weight: bold;
+}
+.highlight .kt {
+  color: #445588;
+  font-weight: bold;
+}
+.highlight .k, .highlight .kv {
+  color: #000000;
+  font-weight: bold;
+}
+.highlight .mf {
+  color: #009999;
+}
+.highlight .mh {
+  color: #009999;
+}
+.highlight .il {
+  color: #009999;
+}
+.highlight .mi {
+  color: #009999;
+}
+.highlight .mo {
+  color: #009999;
+}
+.highlight .m, .highlight .mb, .highlight .mx {
+  color: #009999;
+}
+.highlight .sb {
+  color: #d14;
+}
+.highlight .sc {
+  color: #d14;
+}
+.highlight .sd {
+  color: #d14;
+}
+.highlight .s2 {
+  color: #d14;
+}
+.highlight .se {
+  color: #d14;
+}
+.highlight .sh {
+  color: #d14;
+}
+.highlight .si {
+  color: #d14;
+}
+.highlight .sx {
+  color: #d14;
+}
+.highlight .sr {
+  color: #009926;
+}
+.highlight .s1 {
+  color: #d14;
+}
+.highlight .ss {
+  color: #990073;
+}
+.highlight .s {
+  color: #d14;
+}
+.highlight .na {
+  color: #008080;
+}
+.highlight .bp {
+  color: #999999;
+}
+.highlight .nb {
+  color: #0086B3;
+}
+.highlight .nc {
+  color: #445588;
+  font-weight: bold;
+}
+.highlight .no {
+  color: #008080;
+}
+.highlight .nd {
+  color: #3c5d5d;
+  font-weight: bold;
+}
+.highlight .ni {
+  color: #800080;
+}
+.highlight .ne {
+  color: #990000;
+  font-weight: bold;
+}
+.highlight .nf {
+  color: #990000;
+  font-weight: bold;
+}
+.highlight .nl {
+  color: #990000;
+  font-weight: bold;
+}
+.highlight .nn {
+  color: #555555;
+}
+.highlight .nt {
+  color: #000080;
+}
+.highlight .vc {
+  color: #008080;
+}
+.highlight .vg {
+  color: #008080;
+}
+.highlight .vi {
+  color: #008080;
+}
+.highlight .nv {
+  color: #008080;
+}
+.highlight .ow {
+  color: #000000;
+  font-weight: bold;
+}
+.highlight .o {
+  color: #000000;
+  font-weight: bold;
+}
+.highlight .w {
+  color: #bbbbbb;
+}
+.highlight {
+  background-color: #f8f8f8;
+}
diff --git a/assets/css/.style.scss.icloud b/assets/css/.style.scss.icloud
deleted file mode 100644
index 88c8d700f7af1b8a2a0c3c8b5a59a131e7e87ce7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 157
zcmYc)$jK}&F)+By$i&RT$`<1n92(@~mzbOComv?$AOPmNW#*&?XI4RkB;Z0psm1xF
zMaiill?5QFsN#~!oK(Hy<l<t1(0BnEtm=YN(@S#_i#YgY^u0pE8Nh&%5kfPtLunXQ
F1^`suDuMt2

diff --git a/assets/css/style.scss b/assets/css/style.scss
new file mode 100644
index 0000000000..33b4899fac
--- /dev/null
+++ b/assets/css/style.scss
@@ -0,0 +1,7 @@
+---
+---
+
+@import "jekyll-theme-minimal";
+.table-wrapper {
+    overflow-x: scroll;
+  }
\ No newline at end of file
diff --git a/assets/fonts/Noto-Sans-700/.Noto-Sans-700.eot.icloud b/assets/fonts/Noto-Sans-700/.Noto-Sans-700.eot.icloud
deleted file mode 100755
index 085d51a933f6304f7e42b1fbc774ee07c20195fb..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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N5kfPtLunY*008_kEPnt1

diff --git a/assets/fonts/Noto-Sans-700/.Noto-Sans-700.ttf.icloud b/assets/fonts/Noto-Sans-700/.Noto-Sans-700.ttf.icloud
deleted file mode 100755
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GIT binary patch
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diff --git a/data/.doremi_classes_attributes.csv.icloud b/data/.doremi_classes_attributes.csv.icloud
deleted file mode 100644
index 1026d7c574f812479a16e7fb5ddbc215901ca7e9..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 179
zcmYc)$jK}&F)+By$i&RT$`<1n92(@~mzbOComv?$AOPmNW#*&?XI4RkB;Z0psm1xF
zMaiill?4zf*_8aE)ZEPY<ebFf;?&~!#FCPt%%swi)MCBl;xa*TzIXu{th$3z(@S#_
Zi#YgY^u4lj8Nh&%5kfPtLunY*0{~ybGME4W

diff --git a/data/doremi_classes_attributes.csv b/data/doremi_classes_attributes.csv
new file mode 100644
index 0000000000..15d2566bc2
--- /dev/null
+++ b/data/doremi_classes_attributes.csv
@@ -0,0 +1,96 @@
+|Class| Frequency| dorico_event_id| clef_type| clef_hotspot| lef_required_stave_lines| clef_stave_position| staff_id| dorico_event_ids| grace_note| duration_beats| onset_beats| pitch_octave| midi_pitch_code| normalized_pitch_step| time_signature_description| | | text|
+|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
+|accidentalDoubleFlat| 244| | | | | | x| | | | | | | | | | | |
+|accidentalDoubleSharp| 330| | | | | | x| | | | | | | | | | | |
+|accidentalFlat| 12705| | | | | | x| | | | | | | | | | | |
+|accidentalKomaFlat| 5| | | | | | x| | | | | | | | | | | |
+|accidentalKomaSharp| 5| | | | | | x| | | | | | | | | | | |
+|accidentalNatural| 11137| | | | | | x| | | | | | | | | | | |
+|accidentalQuarterToneFlatStein| 162| | | | | | x| | | | | | | | | | | |
+|accidentalQuarterToneSharpStein| 191| | | | | | x| | | | | | | | | | | |
+|accidentalSharp| 12908| | | | | | x| | | | | | | | | | | |
+|accidentalThreeQuarterTonesFlatZimmermann| 1| | | | | | x| | | | | | | | | | | |
+|accidentalThreeQuarterTonesSharpStein| 27| | | | | | x| | | | | | | | | | | |
+|accidentalTripleFlat| 1| | | | | | x| | | | | | | | | | | |
+|accidentalTripleSharp| 1| | | | | | x| | | | | | | | | | | |
+|articAccentAbove| 1477| | | | | | x| | | | | | | | | | | |
+|articAccentBelow| 1916| | | | | | x| | | | | | | | | | | |
+|articMarcatoAbove| 278| | | | | | x| | | | | | | | | | | |
+|articMarcatoBelow| 34| | | | | | x| | | | | | | | | | | |
+|articStaccatissimoAbove| 536| | | | | | x| | | | | | | | | | | |
+|articStaccatissimoBelow| 414| | | | | | x| | | | | | | | | | | |
+|articStaccatoAbove| 5018| | | | | | x| | | | | | | | | | | |
+|articStaccatoBelow| 6108| | | | | | x| | | | | | | | | | | |
+|articTenutoAbove| 823| | | | | | x| | | | | | | | | | | |
+|articTenutoBelow| 735| | | | | | x| | | | | | | | | | | |
+|augmentationDot| 2762| | | | | | | | | | | | | | | | | |
+|barline| 28142| | | | | | | | | | | | | | | | | |
+|beam| 52539| | | | | | x| x| | | | | | | | | | |
+|cClef| 1161| x| x| x| x| x| x| | | | | | | | | | | |
+|dynamicFF| 242| | | | | | x| | | | | | | | | | | |
+|dynamicFFF| 88| | | | | | x| | | | | | | | | | | |
+|dynamicFFFF| 4| | | | | | x| | | | | | | | | | | |
+|dynamicForte| 777| | | | | | x| | | | | | | | | | | |
+|dynamicFortePiano| 60| | | | | | x| | | | | | | | | | | |
+|dynamicForzando| 35| | | | | | x| | | | | | | | | | | |
+|dynamicMF| 1803| | | | | | x| | | | | | | | | | | |
+|dynamicMP| 185| | | | | | x| | | | | | | | | | | |
+|dynamicPiano| 3987| | | | | | x| | | | | | | | | | | |
+|dynamicPP| 1807| | | | | | x| | | | | | | | | | | |
+|dynamicPPP| 93| | | | | | x| | | | | | | | | | | |
+|dynamicPPPP| 13| | | | | | x| | | | | | | | | | | |
+|dynamicRinforzando2| 5| | | | | | x| | | | | | | | | | | |
+|dynamicSforzato| 236| | | | | | x| | | | | | | | | | | |
+|dynamicSforzatoFF| 6| | | | | | x| | | | | | | | | | | |
+|dynamicText| 110| | | | | | x| | | | | | | | | | | x|
+|fClef| 3543| x| x| x| x| x| x| | | | | | | | | | | |
+|flag16thDown| 430| | | | | | x| | x| | | | | | | | | |
+|flag16thUp| 18245| | | | | | x| | x| | | | | | | | | |
+|flag32ndDown| 31| | | | | | x| | x| | | | | | | | | |
+|flag32ndUp| 7264| | | | | | x| | x| | | | | | | | | |
+|flag64thUp| 10| | | | | | x| | x| | | | | | | | | |
+|flag8thDown| 3672| | | | | | x| | x| | | | | | | | | |
+|flag8thUp| 8113| | | | | | x| | x| | | | | | | | | |
+|gClef| 12278| x| x| x| x| x| x| | | | | | | | | | | |
+|gradualDynamic| 7084| | | | | | x| | | | | | | | | | | |
+|kStaffLine| 160426| | | | | | x| | | | | | | | | | | |
+|mensuralNoteheadMinimaWhite| 9| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadBlack| 247741| x| | | | | x| | x| x| x| x| x| x| | | | |
+|noteheadDiamondWhole| 8| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadDoubleWholeSquare| 3| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadHalf| 8648| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadTriangleUpBlack| 27| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadTriangleUpHalf| 3| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadWhole| 1502| x| | | | | x| | | x| x| x| x| x| | | | |
+|noteheadXBlack| 81| x| | | | | x| | | x| x| x| x| x| | | | |
+|ornamentMordent| 7| x| | | | | x| | | | | | | | | | | |
+|ornamentTrill| 58| x| | | | | x| | | | | | | | | | | |
+|ornamentTurn| 6| x| | | | | x| | | | | | | | | | | |
+|rest| 4| | | | | | | | | | | | | | | | | |
+|rest16th| 29411| | | | | | | | | | | | | | | | | |
+|rest32nd| 10218| | | | | | | | | | | | | | | | | |
+|rest64th| 4| | | | | | | | | | | | | | | | | |
+|rest8th| 24124| | | | | | | | | | | | | | | | | |
+|restHalf| 1376| | | | | | | | | | | | | | | | | |
+|restQuarter| 13223| | | | | | | | | | | | | | | | | |
+|restWhole| 14382| | | | | | | | | | | | | | | | | |
+|slur| 13928| x| | | | | x| | | | | | | | | | | |
+|stem| 227889| | | | | | x| | | | | | | | | | | |
+|systemicBarline| 2078| | | | | | | | | | | | | | | | | |
+|tie| 8626| x| | | | | x| | | | | | | | | | | |
+|timeSig1| 2| x| | | | | x| | | | | | | | x| | | |
+|timeSig2| 1084| x| | | | | x| | | | | | | | x| | | |
+|timeSig3| 1203| x| | | | | x| | | | | | | | x| | | |
+|timeSig4| 2674| x| | | | | x| | | | | | | | x| | | |
+|timeSig5| 507| x| | | | | x| | | | | | | | x| | | |
+|timeSig6| 246| x| | | | | x| | | | | | | | x| | | |
+|timeSig7| 125| x| | | | | x| | | | | | | | x| | | |
+|timeSig8| 1661| x| | | | | x| | | | | | | | x| | | |
+|timeSig9| 79| x| | | | | x| | | | | | | | x| | | |
+|timeSigCommon| 206| x| | | | | x| | | | | | | | x| | | |
+|timeSigCutCommon| 113| x| | | | | x| | | | | | | | x| | | |
+|timeSignatureComponent| 443| x| | | | | x| | | | | | | | x| | | |
+|tupletBracket| 4970| x| | | | | x| | | | | | | | | | | |
+|tupletText| 4900| x| | | | | x| | | | | | | | | | | x|
+|unpitchedPercussionClef1| 223| x| x| x| x| x| x| | | | | | | | | | | |
+|wiggleTrill| 45| x| | | | | x| | | | | | | | | | | |
\ No newline at end of file
diff --git a/jekyll-theme-minimal.gemspec b/jekyll-theme-minimal.gemspec
new file mode 100644
index 0000000000..99bb578102
--- /dev/null
+++ b/jekyll-theme-minimal.gemspec
@@ -0,0 +1,22 @@
+# frozen_string_literal: true
+
+Gem::Specification.new do |s|
+  s.name          = 'Elonashatri'
+  s.version       = '0.1.1'
+  s.license       = 'CC0-1.0'
+  s.authors       = ['Elona Shatri', 'GitHub, Inc.']
+  s.email         = ['e.shatri@qmul.ac.uk']
+  s.homepage      = 'https://github.com/pages-themes/minimal'
+  s.summary       = ''
+
+  s.files         = `git ls-files -z`.split("\x0").select do |f|
+    f.match(%r{^((_includes|_layouts|_sass|assets)/|(LICENSE|README)((\.(txt|md|markdown)|$)))}i)
+  end
+
+  s.platform = Gem::Platform::RUBY
+  s.add_runtime_dependency 'jekyll', '> 3.5', '< 5.0'
+  s.add_runtime_dependency 'jekyll-seo-tag', '~> 2.0'
+  s.add_development_dependency 'html-proofer', '~> 3.0'
+  s.add_development_dependency 'rubocop', '~> 0.50'
+  s.add_development_dependency 'w3c_validators', '~> 1.3'
+end

From c53c2f7677a57bd0ccaad6f0783ce247638e6caa Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Thu, 24 Nov 2022 12:22:23 +0000
Subject: [PATCH 49/63] test

---
 ..rubocop.yml.icloud              | Bin 159 -> 0 bytes
 .github/.settings.yml.icloud      | Bin 160 -> 0 bytes
 .github/settings 2.yml            |  31 ++++++++++++++++++++++++++++++
 .github/settings.yml              |   2 +-
 .github/workflows/.ci.yaml.icloud | Bin 155 -> 0 bytes
 .github/workflows/ci 2.yaml       |  18 +++++++++++++++++
 .github/workflows/ci.yaml         |  10 +++-------
 .rubocop 2.yml                    |  11 +++++++++++
 .rubocop.yml                      |   7 +------
 9 files changed, 65 insertions(+), 14 deletions(-)
 delete mode 100644 ..rubocop.yml.icloud
 delete mode 100644 .github/.settings.yml.icloud
 create mode 100644 .github/settings 2.yml
 delete mode 100644 .github/workflows/.ci.yaml.icloud
 create mode 100644 .github/workflows/ci 2.yaml
 create mode 100644 .rubocop 2.yml

diff --git a/..rubocop.yml.icloud b/..rubocop.yml.icloud
deleted file mode 100644
index 70f8f95a839374279e2b12658d6fbf37b095f465..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 159
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H7*zoPvm+}F

diff --git a/.github/.settings.yml.icloud b/.github/.settings.yml.icloud
deleted file mode 100644
index 5d3e9a5c1a7ce3167fcbe76a0249481b174bbb97..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 160
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I(lDwL01#Fy<^TWy

diff --git a/.github/settings 2.yml b/.github/settings 2.yml
new file mode 100644
index 0000000000..7c1b11592e
--- /dev/null
+++ b/.github/settings 2.yml	
@@ -0,0 +1,31 @@
+# Repository settings set via https://github.com/probot/settings
+
+repository:
+  has_issues: true
+  has_wiki: false
+  has_projects: false
+  has_downloads: false
+
+labels:
+  - name: help wanted
+    oldname: help-wanted
+    color: 0e8a16
+  - name: more-information-needed
+    color: d93f0b
+  - name: bug
+    color: b60205
+  - name: feature
+    color: 1d76db
+  - name: good first issue
+    color: "5319e7"
+
+# Not currently implemented by probot/settings, but manually implemented in script/deploy
+branch_protection:
+  restrictions: null
+  enforce_admins: false
+  required_status_checks:
+    strict: true
+    contexts:
+      - "script/cibuild" # GitHub Actions CI workflow
+  required_pull_request_reviews:
+    require_code_owner_reviews: true
diff --git a/.github/settings.yml b/.github/settings.yml
index 7c1b11592e..420815923f 100644
--- a/.github/settings.yml
+++ b/.github/settings.yml
@@ -26,6 +26,6 @@ branch_protection:
   required_status_checks:
     strict: true
     contexts:
-      - "script/cibuild" # GitHub Actions CI workflow
+      - "continuous-integration/travis-ci"
   required_pull_request_reviews:
     require_code_owner_reviews: true
diff --git a/.github/workflows/.ci.yaml.icloud b/.github/workflows/.ci.yaml.icloud
deleted file mode 100644
index 407cee8fea9051472f62f9d34e89213929c0e3fb..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 155
zcmYc)$jK}&F)+By$i&RT$`<1n92(@~mzbOComv?$AOPmNW#*&?XI4RkB;Z0psm1xF
zMaiill?5QF@Z?Or%Ea6pK}Pj>0U4~Sf>P5<a}tX<_+|9Hf<hU<fRPbGGq6Kx7*zrQ
Dq^l_2

diff --git a/.github/workflows/ci 2.yaml b/.github/workflows/ci 2.yaml
new file mode 100644
index 0000000000..d9249a5254
--- /dev/null
+++ b/.github/workflows/ci 2.yaml	
@@ -0,0 +1,18 @@
+on:
+  push:
+  pull_request:
+    types: [opened, synchronize]
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    name: script/cibuild
+    steps:
+      - uses: actions/checkout@v2
+      - uses: ruby/setup-ruby@v1
+        with:
+          ruby-version: 2.7
+          bundler-cache: true
+      - name: build
+        run: script/bootstrap
+      - name: test
+        run: script/cibuild
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index d9249a5254..a905595a5b 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -1,18 +1,14 @@
-on:
-  push:
-  pull_request:
-    types: [opened, synchronize]
+on: push
 jobs:
   build:
     runs-on: ubuntu-latest
     name: script/cibuild
     steps:
       - uses: actions/checkout@v2
-      - uses: ruby/setup-ruby@v1
+      - uses: actions/setup-ruby@v1
         with:
           ruby-version: 2.7
-          bundler-cache: true
       - name: build
         run: script/bootstrap
       - name: test
-        run: script/cibuild
+        run: script/cibuild
\ No newline at end of file
diff --git a/.rubocop 2.yml b/.rubocop 2.yml
new file mode 100644
index 0000000000..15c823df62
--- /dev/null
+++ b/.rubocop 2.yml	
@@ -0,0 +1,11 @@
+inherit_gem:
+  rubocop-github:
+    - config/default.yml
+
+AllCops:
+  Exclude:
+    - _site/**/*
+    - vendor/**/*
+
+Layout/LineLength:
+  Enabled: false
diff --git a/.rubocop.yml b/.rubocop.yml
index 15c823df62..648dfb112f 100644
--- a/.rubocop.yml
+++ b/.rubocop.yml
@@ -1,11 +1,6 @@
-inherit_gem:
-  rubocop-github:
-    - config/default.yml
-
 AllCops:
   Exclude:
     - _site/**/*
-    - vendor/**/*
 
-Layout/LineLength:
+Metrics/LineLength:
   Enabled: false

From 7b61d64ec75a5aeae67c6ee190342bbcf0bd9a1e Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Sat, 9 Dec 2023 13:56:19 +0000
Subject: [PATCH 50/63] update profile

---
 ..travis.yml.icloud             | Bin 158 -> 0 bytes
 .github/.config.yml.icloud      | Bin 158 -> 0 bytes
 .github/.no-response.yml.icloud | Bin 165 -> 0 bytes
 .github/.stale.yml.icloud       | Bin 157 -> 0 bytes
 .github/config.yml              |  20 ++++++++++++++++++++
 .github/no-response.yml         |  13 +++++++++++++
 .github/stale.yml               |  27 +++++++++++++++++++++++++++
 .travis.yml                     |   6 ++++++
 index.md                        |  27 +++++++++++++++++++--------
 9 files changed, 85 insertions(+), 8 deletions(-)
 delete mode 100644 ..travis.yml.icloud
 delete mode 100644 .github/.config.yml.icloud
 delete mode 100644 .github/.no-response.yml.icloud
 delete mode 100644 .github/.stale.yml.icloud
 create mode 100644 .github/config.yml
 create mode 100644 .github/no-response.yml
 create mode 100644 .github/stale.yml
 create mode 100644 .travis.yml

diff --git a/..travis.yml.icloud b/..travis.yml.icloud
deleted file mode 100644
index 4a4def6b9cba0c33bdf4f1f179925cfb1bdc9950..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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literal 158
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diff --git a/.github/.config.yml.icloud b/.github/.config.yml.icloud
deleted file mode 100644
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GIT binary patch
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diff --git a/.github/.no-response.yml.icloud b/.github/.no-response.yml.icloud
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diff --git a/.github/.stale.yml.icloud b/.github/.stale.yml.icloud
deleted file mode 100644
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GIT binary patch
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diff --git a/.github/config.yml b/.github/config.yml
new file mode 100644
index 0000000000..23911ec24d
--- /dev/null
+++ b/.github/config.yml
@@ -0,0 +1,20 @@
+# Behaviorbot config. See https://github.com/behaviorbot/ for more information.
+# Note: Please Don't edit this file directly.
+# Edit https://github.com/pages-themes/maintenance-scripts instead.
+
+# Configuration for update-docs - https://github.com/behaviorbot/update-docs
+updateDocsComment: "Thanks for the pull request! If you are making any changes to the user-facing functionality, please be sure to update the documentation in the `README` or `docs/` folder alongside your change. :heart:"
+
+# Configuration for request-info - https://github.com/behaviorbot/request-info
+requestInfoReplyComment: Thanks for this. Do you mind providing a bit more information about what problem you're trying to solve?
+requestInfoLabelToAdd: more-information-needed
+
+# Configuration for new-issue-welcome - https://github.com/behaviorbot/new-issue-welcome
+#newIssueWelcomeComment: >
+#  Welcome!
+
+# Configuration for new-pr-welcome - https://github.com/behaviorbot/new-pr-welcome
+newPRWelcomeComment: Welcome! Congrats on your first pull request to the Minimal theme. If you haven't already, please be sure to check out [the contributing guidelines](https://github.com/pages-themes/minimal/blob/master/docs/CONTRIBUTING.md).
+
+# Configuration for first-pr-merge - https://github.com/behaviorbot/first-pr-merge
+firstPRMergeComment: "Congrats on getting your first pull request to the Minimal theme merged! Without amazing humans like you submitting pull requests, we couldn’t run this project. You rock! :tada:<br /><br />If you're interested in tackling another bug or feature, take a look at [the open issues](https://github.com/pages-themes/minimal/issues), especially those [labeled `help wanted`](https://github.com/pages-themes/minimal/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22)."
diff --git a/.github/no-response.yml b/.github/no-response.yml
new file mode 100644
index 0000000000..7193eaa3b2
--- /dev/null
+++ b/.github/no-response.yml
@@ -0,0 +1,13 @@
+# Configuration for probot-no-response - https://github.com/probot/no-response
+
+# Number of days of inactivity before an Issue is closed for lack of response
+daysUntilClose: 14
+# Label requiring a response
+responseRequiredLabel: more-information-needed
+# Comment to post when closing an Issue for lack of response. Set to `false` to disable
+closeComment: >
+  This issue has been automatically closed because there has been no response
+  to our request for more information from the original author. With only the
+  information that is currently in the issue, we don't have enough information
+  to take action. Please reach out if you have or find the answers we need so
+  that we can investigate further.
diff --git a/.github/stale.yml b/.github/stale.yml
new file mode 100644
index 0000000000..a1aa17e58a
--- /dev/null
+++ b/.github/stale.yml
@@ -0,0 +1,27 @@
+# Configuration for probot-stale - https://github.com/probot/stale
+
+# Number of days of inactivity before an Issue or Pull Request becomes stale
+daysUntilStale: 60
+
+# Number of days of inactivity before a stale Issue or Pull Request is closed
+daysUntilClose: 7
+
+# Issues or Pull Requests with these labels will never be considered stale
+exemptLabels:
+  - pinned
+  - security
+
+# Label to use when marking as stale
+staleLabel: wontfix
+
+# Comment to post when marking as stale. Set to `false` to disable
+markComment: >
+  This issue has been automatically marked as stale because it has not had
+  recent activity. It will be closed if no further activity occurs. Thank you
+  for your contributions.
+
+# Comment to post when closing a stale Issue or Pull Request. Set to `false` to disable
+closeComment: false
+
+# Limit to only `issues` or `pulls`
+# only: issues
diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000000..a871f2a917
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,6 @@
+language: ruby
+cache: bundler
+rvm: 2.6
+
+install: script/bootstrap
+script: script/cibuild
diff --git a/index.md b/index.md
index 3e3ee38cc8..c4e7a6a3a8 100644
--- a/index.md
+++ b/index.md
@@ -10,8 +10,11 @@ layout: default
 
 *   [Optical Music Recogntion: State of the Art and Major Challenges at TENOR2020-2021](https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf)
 *   [DoReMi: First glance at a universal OMR dataset - WoRMS2021](https://sites.google.com/view/worms2021/home)
-*   [https://sites.google.com/view/worms2022/proceedings](https://sites.google.com/view/worms2022/proceedings)
-*   Journal work under double blind review
+*   [CompldNet: Sheet Music Composer Identification using Deep Neural Network](https://arxiv.org/pdf/2211.13285.pdf#page=10)
+*   [Towards Artificially Generated Handwritten Sheet Music Datasets](https://arxiv.org/pdf/2311.04091.pdf#page=26)
+*   [Improving Sheet Music Recognition using Data Augmentation and Image Enhancement](https://arxiv.org/pdf/2311.04091.pdf#page=32)
+*   [Proceedings of the 4th International Workshop on Reading Music Systems](https://sites.google.com/view/worms2022/proceedings)
+*   [Proceedings of the 5th International Workshop on Reading Music Systems](https://arxiv.org/pdf/2311.04091)
 
 ## About Me 
 
@@ -54,16 +57,24 @@ Documentation is also availabe in the same repository of the data release.
 
 ## Teaching
 
-### Machine Learning (Postgraduate) 2020
-The aim of the module is to give students an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow them to apply such methods in a range of areas.
+### Data Mining (Postgraduate) 2023-2024 - Teaching Fellow
+Lecture and lab delivery, student support, marking, exam setting, admin and training/supervising new demonstrators.
 
-### Machine Learning for Visual Data Analysis (Postgraduate) 2021
-The module will cover the following topics: The Discrete Fourier Transform and the frequency content of images. The design and use of Gabor filters. Principal Component Analysis for denoising and compression. Unsupervised classification via feature space clustering. Texture segmentation with Gabor filters.
+### Profesional and Research Practices 2022-2023 - Teaching Assistant
+Lab delivery, student support, marking, general admin and training/supervising new demonstrators.
 
-### RMRI Research Methods and Responsible Methods (Postgraduate) 2020
+### Machine Learning (Postgrad) 2021-2022 - TA
+Delivering labs, student support, marking assignments and exams.
 
-This module will teach generic high-level research and transferable skills applicable to pure and applied research in computer science and engineering. The module fosters the development of practical understanding of established approaches, methods and techniques of research; conceptual understanding that enables critical and rigorous evaluation of research; ability to communicate ideas and conclusions logically and fluently in both written and oral contexts.
+### Machine Learning for Visual Data (Postgrad) 2021-2022 - TA
+Delivering labs, student support, marking assignments and exams.
 
+### Research Methods and Responsible Innovation (Postgrad) 2020-2022 - TA
+
+Designing and delivering labs and workshops on quantitative and qualitative statistics with R.
+
+### Data Mining (Undergrad and Postgrad) 2020-2022 - TA
+Delivering labs, student support, marking assignments and exams.
 
 
 

From 5ea609af6c00fdd817b9f63a5decdd1baade29cd Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Sat, 9 Dec 2023 14:00:50 +0000
Subject: [PATCH 51/63] update ruby

---
 .github/workflows/ci.yaml | 16 +++++++++++++---
 1 file changed, 13 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index a905595a5b..c7e6749c90 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -5,10 +5,20 @@ jobs:
     name: script/cibuild
     steps:
       - uses: actions/checkout@v2
-      - uses: actions/setup-ruby@v1
+      
+      - name: Set up Ruby
+        uses: ruby/setup-ruby@v1
         with:
-          ruby-version: 2.7
+          ruby-version: '2.7' # Or another version that suits your project
+      
+      # Optional: Include this step if your project requires Node.js
+      - name: Set up Node.js
+        uses: actions/setup-node@v2
+        with:
+          node-version: '16' # Use the latest stable version of Node.js
+
       - name: build
         run: script/bootstrap
+
       - name: test
-        run: script/cibuild
\ No newline at end of file
+        run: script/cibuild

From 0686bca4a25b77019cfd4d33e70ed4334f6199c2 Mon Sep 17 00:00:00 2001
From: Elona Shatri <e.shatri1@gmail.com>
Date: Sat, 9 Dec 2023 14:02:25 +0000
Subject: [PATCH 52/63] update ruby

---
 .github/workflows/ci 2.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci 2.yaml b/.github/workflows/ci 2.yaml
index d9249a5254..5003a28071 100644
--- a/.github/workflows/ci 2.yaml	
+++ b/.github/workflows/ci 2.yaml	
@@ -10,7 +10,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: ruby/setup-ruby@v1
         with:
-          ruby-version: 2.7
+          ruby-version: 2.7x
           bundler-cache: true
       - name: build
         run: script/bootstrap

From 8f875727d1bb550d86569023e55699ffc23349a0 Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.broadband>
Date: Wed, 27 Nov 2024 11:00:13 +0000
Subject: [PATCH 53/63] add publications

---
 index.md | 22 ++++++++++++++++------
 1 file changed, 16 insertions(+), 6 deletions(-)

diff --git a/index.md b/index.md
index c4e7a6a3a8..e6ec5aa0b9 100644
--- a/index.md
+++ b/index.md
@@ -8,13 +8,23 @@ layout: default
 
 ## Paublished Research
 
-*   [Optical Music Recogntion: State of the Art and Major Challenges at TENOR2020-2021](https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf)
-*   [DoReMi: First glance at a universal OMR dataset - WoRMS2021](https://sites.google.com/view/worms2021/home)
-*   [CompldNet: Sheet Music Composer Identification using Deep Neural Network](https://arxiv.org/pdf/2211.13285.pdf#page=10)
-*   [Towards Artificially Generated Handwritten Sheet Music Datasets](https://arxiv.org/pdf/2311.04091.pdf#page=26)
-*   [Improving Sheet Music Recognition using Data Augmentation and Image Enhancement](https://arxiv.org/pdf/2311.04091.pdf#page=32)
-*   [Proceedings of the 4th International Workshop on Reading Music Systems](https://sites.google.com/view/worms2022/proceedings)
+
+*    [Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.] (https://arxiv.org/abs/2408.15002)
+*    [Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN, IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024)), 2024.](https://arxiv.org/abs/2411.16405)
+*   [Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach, The Sixth IEEE International Conference on Image Processing Applications and Systems, 2024](https://arxiv.org/abs/2411.16408)
+*   [Crafting Handwritten Notations: Towards Sheet Music Generation, in 6th International Workshop on Reading Music Systems, 2024](https://arxiv.org/abs/2411.15741)
+*   [DoReMi: First glance at a universal OMR dataset, in 3rd International Workshop on Reading Music Systems, 2021](https://sites.google.com/view/worms2021/home)
+*   [CompldNet: Sheet Music Composer Identification using Deep Neural Network, in 4th International Workshop on Reading Music Systems, 2022](https://arxiv.org/pdf/2211.13285.pdf#page=10)
+*   [Towards Artificially Generated Handwritten Sheet Music Datasets, in 5th International Workshop on Reading Music Systems, 2023 ](https://arxiv.org/pdf/2311.04091.pdf#page=26)
+*   [Improving Sheet Music Recognition using Data Augmentation and Image Enhancement, in 5th International Workshop on Reading Music Systems, 2023](https://arxiv.org/pdf/2311.04091.pdf#page=32)
+*   [Optical Music Recogntion: State of the Art and Major Challenges, in The International Conference on Technologies for Music Notation and Representation, 2020](https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf)
+
+### Proceedings Editor
+*   [Proceedings of the 4th International Workshop on Reading Music Systems](https://arxiv.org/abs/2211.13285)
 *   [Proceedings of the 5th International Workshop on Reading Music Systems](https://arxiv.org/pdf/2311.04091)
+*   [Proceedings of the 6th International Workshop on Reading Music Systems](https://arxiv.org/abs/2411.15741)
+
+### Presentations
 
 ## About Me 
 

From 081c4a43c957429fd73cd24d22b30c73d7337e49 Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.broadband>
Date: Wed, 27 Nov 2024 11:13:20 +0000
Subject: [PATCH 54/63] fix markdown

---
 index.md | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/index.md b/index.md
index e6ec5aa0b9..84f917fdd3 100644
--- a/index.md
+++ b/index.md
@@ -6,10 +6,10 @@ layout: default
 * [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
 
 
-## Paublished Research
+## Published Research
 
 
-*    [Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.] (https://arxiv.org/abs/2408.15002)
+*    [Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.](https://arxiv.org/abs/2408.15002)
 *    [Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN, IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024)), 2024.](https://arxiv.org/abs/2411.16405)
 *   [Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach, The Sixth IEEE International Conference on Image Processing Applications and Systems, 2024](https://arxiv.org/abs/2411.16408)
 *   [Crafting Handwritten Notations: Towards Sheet Music Generation, in 6th International Workshop on Reading Music Systems, 2024](https://arxiv.org/abs/2411.15741)
@@ -32,12 +32,12 @@ Hello there!
 
 I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
 
-My research interest is mainly Optial Music Recogntion as well as other MIR related subfields. My goal is to have computers read sheet music computationally. I started working in this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH with which we collaborate closely. 
+My research interest is mainly Optical Music Recogntion as well as other MIR related subfields. My goal is to have computers read sheet music computationally. I started working in this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH with which we collaborate closely. 
 
 My work focuses on how can we bring new machine learning solutions to the field of OMR and achieve an end-to-end solution to the problem.
 
 
-Optical Music Recognition (OMR) is concerned with digitizing music sheets into a machine-readable format. Being able to compose, transcribe and edit music by means of taking a picture of a music sheet, would put musician?s workload at ease. Such automation would allow musicians to use search-ability and to perform quantitative measures in the musical pieces. This problem comes down to a simple, how can computers be made to read music. The output to this process being a machine-readable file such as MIDI, MusicXML, MEI files. The objective is outputting semantic mark-up identifying as many notational elements as possible, along with the relationship to their position in the original image.
+Optical Music Recognition (OMR) is concerned with digitizing music sheets into a machine-readable format. Being able to compose, transcribe and edit music by means of taking a picture of a music sheet, would put musician's workload at ease. Such automation would allow musicians to use search-ability and to perform quantitative measures in the musical pieces. This problem comes down to a simple, how can computers be made to read music. The output to this process being a machine-readable file such as MIDI, MusicXML, MEI files. The objective is outputting semantic mark-up identifying as many notational elements as possible, along with the relationship to their position in the original image.
 
 
 Prior solutions have used algorithmic approaches and have involved layers of algorithmic rules applied to traditional feature detection techniques such as edge detection. One of the approaches we want to further investigate is using deep neural networks to solve the problem. Before going into this step another very important processing should be performed, that is, tackling the quality of the input picture of the music sheet. Image preprocessing steps are to be taken which will later help in the training step.
@@ -46,7 +46,7 @@ Prior solutions have used algorithmic approaches and have involved layers of alg
 
 An OMR pipeline should be able to capture the right position and the relationships between two notes and its distinctive features. Pacha et al. (2018) proposed an end-to-end trainable object detector that can detect almost the full vocabulary of modern music notation in handwritten scores. Using deep convolutional networks in a dataset with symbol-level notations they achieve a mean average precision up to 80 %.
 
-The OMR pipeline has four main blocks, and we want to tackle them one by one, using a deep learning technique and compare to the already existing techniques. If the DL techniques show improvements, then an end-to-end network is the final goal of our work. Since the existing datasets do not offer enough classes and data, the first step for use would be data augmentation. This will be done using the digitized musical sheets from music notation software Dorico, having this way a ground truth. These sheets will be subject to image degradation techniques, using the depredated images as inputs in our pipeline. The next step would be designing the methodology for object recognition and reconstruction using the deep neural network approach.
+The OMR pipeline has four main blocks, and we want to tackle them one by one, using a deep learning technique and compare to the already existing techniques. If the DL techniques show improvements, then an end-to-end network is the final goal of our work. Since the existing datasets do not offer enough classes and data, the first step for use would be data augmentation. This will be done using the digitized musical sheets from music notation software Dorico, having this way a ground truth. These sheets will be subject to image degradation techniques, using the degraded images as inputs in our pipeline. The next step would be designing the methodology for object recognition and reconstruction using the deep neural network approach.
 
 
 ## [DoReMi Dataset](./doremi-dataset.html)
@@ -95,7 +95,7 @@ Delivering labs, student support, marking assignments and exams.
 ## Affiliations
 
 *   [UKRI Centre for Doctoral Training in Artificial Intelligence and Music](https://aim.qmul.ac.uk/) 
-*   [Centre for Digital Msusic](http://c4dm.eecs.qmul.ac.uk/)
+*   [Centre for Digital Music](http://c4dm.eecs.qmul.ac.uk/)
 *   [Centre for Intelligent Sensing](http://cis.eecs.qmul.ac.uk/)
 *   [Steinberg](https://www.steinberg.net/en/home.html)
 

From b85efe89a06451e5022afc79fa69bf893761d140 Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.broadband>
Date: Wed, 27 Nov 2024 11:15:31 +0000
Subject: [PATCH 55/63] ruby version

---
 .github/workflows/ci 2.yaml | 2 +-
 .github/workflows/ci.yaml   | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/ci 2.yaml b/.github/workflows/ci 2.yaml
index 5003a28071..1ad1bf8f39 100644
--- a/.github/workflows/ci 2.yaml	
+++ b/.github/workflows/ci 2.yaml	
@@ -10,7 +10,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: ruby/setup-ruby@v1
         with:
-          ruby-version: 2.7x
+          ruby-version: 2.7.8
           bundler-cache: true
       - name: build
         run: script/bootstrap
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index c7e6749c90..aaba51e06e 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -9,7 +9,7 @@ jobs:
       - name: Set up Ruby
         uses: ruby/setup-ruby@v1
         with:
-          ruby-version: '2.7' # Or another version that suits your project
+          ruby-version: '2.7.8' # Or another version that suits your project
       
       # Optional: Include this step if your project requires Node.js
       - name: Set up Node.js

From 45514abcff380c9b4bd94f6f1784cd3e3111cbcd Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.broadband>
Date: Wed, 27 Nov 2024 11:30:39 +0000
Subject: [PATCH 56/63] add commitment

---
 index.md | 36 ++++++++++++++++++++++++++----------
 1 file changed, 26 insertions(+), 10 deletions(-)

diff --git a/index.md b/index.md
index 84f917fdd3..65932f94eb 100644
--- a/index.md
+++ b/index.md
@@ -18,13 +18,37 @@ layout: default
 *   [Towards Artificially Generated Handwritten Sheet Music Datasets, in 5th International Workshop on Reading Music Systems, 2023 ](https://arxiv.org/pdf/2311.04091.pdf#page=26)
 *   [Improving Sheet Music Recognition using Data Augmentation and Image Enhancement, in 5th International Workshop on Reading Music Systems, 2023](https://arxiv.org/pdf/2311.04091.pdf#page=32)
 *   [Optical Music Recogntion: State of the Art and Major Challenges, in The International Conference on Technologies for Music Notation and Representation, 2020](https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf)
+*   [Foundation Models for Music: A Survey](https://arxiv.org/abs/2408.14340)
 
-### Proceedings Editor
+## Proceedings Editor
 *   [Proceedings of the 4th International Workshop on Reading Music Systems](https://arxiv.org/abs/2211.13285)
 *   [Proceedings of the 5th International Workshop on Reading Music Systems](https://arxiv.org/pdf/2311.04091)
 *   [Proceedings of the 6th International Workshop on Reading Music Systems](https://arxiv.org/abs/2411.15741)
 
-### Presentations
+## Presentations
+* [ E. Shatri, “Crafting responsive assessments of AI and tech futures (CREAATIF),” Poster presented at the Policy Forum of the Harvard Data Science Review’s Special Issue on Generative AI (GenAI), June 2024.](https://www.qmul.ac.uk/deri/news--events-/featured-event-policy-forum-of-the-harvard-data-science-review---futureshock/)
+* [E. Shatri, “Navigating the intersection of AI and creativity: A case study of musicians in the age of GenAI,” Presentation at the AI & Music Lecture Symposium and Jam, Bloomsbury Festival, October 2024.](https://bloomsburyfestival.org.uk/events/ai-music-lecture-symposium/)
+* [Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks, the 6th International Workshop on Reading Music Systems ](https://sites.google.com/view/worms2024/program)
+
+## Podcast
+* [Womanthology podcast episode 23: Women in Robotics and Artificial Intelligence](https://www.womanthology.co.uk/womanthology-podcast-episode-23-women-in-robotics-and-artificial-intelligence-with-special-guests-elona-shatri-artificial-intelligence-and-music-phd-researcher-and-ines-santos/)
+
+## Blogposts
+
+*   [Favourites at ISMIR 2021](./2021-11-16-ismir-2021.md)
+*   [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
+*   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
+*   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)
+*   [A review of Generative Adversarial Networks](https://towardsdatascience.com/a-review-of-generative-adversarial-networks-9af21e94bda4)
+*   [Optical Music Recognition: State of the Art and Major Challenges](https://towardsdatascience.com/optical-music-recognition-state-of-the-art-and-major-challenges-aa100923c78d)
+
+
+## Commitements
+* [Member of the Editorial Team at Women in Music Information Retrieval (WiMIR)](https://wimir.wordpress.com/2023/06/19/introducing-the-wimir-editorial-team-and-issuing-a-call-for-contributions-2/)
+* [General Chair at the 3rd, 4th, 5th, 6th International Workshop on Reading Music Systems](https://sites.google.com/view/worms2024/people)
+* [Member of the Equality, Diversity and Inclusion initiative at EECS and Women in EECS site at QMUL](https://www.qmul.ac.uk/eecs/about-us/equality-diversity-and-inclusion/edi-committee/)
+* [Student Ambassador at EECS]
+
 
 ## About Me 
 
@@ -56,14 +80,6 @@ Documentation is also availabe in the same repository of the data release.
 
 
 
-## Blogposts
-
-*   [Favourites at ISMIR 2021](./2021-11-16-ismir-2021.md)
-*   [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
-*   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
-*   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)
-*   [A review of Generative Adversarial Networks](https://towardsdatascience.com/a-review-of-generative-adversarial-networks-9af21e94bda4)
-*   [Optical Music Recognition: State of the Art and Major Challenges](https://towardsdatascience.com/optical-music-recognition-state-of-the-art-and-major-challenges-aa100923c78d)
 
 ## Teaching
 

From 6d281470dbf6b9a2ac597c0c6200616ff10304db Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.broadband>
Date: Wed, 27 Nov 2024 13:28:39 +0000
Subject: [PATCH 57/63] add blogposts

---
 blogposts.md | 570 +++++++++++++++++++++++++++++++++++++++++++++++++++
 index.md     |   2 +-
 2 files changed, 571 insertions(+), 1 deletion(-)
 create mode 100644 blogposts.md

diff --git a/blogposts.md b/blogposts.md
new file mode 100644
index 0000000000..d1d36eecd8
--- /dev/null
+++ b/blogposts.md
@@ -0,0 +1,570 @@
+---
+layout: post-default
+---
+
+# Blogposts and News
+
+## The 6th International Workshop on Reading Music Systems 2024
+
+The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year's workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
+
+Keynote: Beyond Optical Music Recognition
+David Rizo from the University of Alicante delivered the keynote, "Beyond Optical Music Recognition," reflecting on the recent advancements in OMR driven by deep learning techniques. He questioned whether the current research trajectory is adequate to fully address the complexities of OMR and explored the broader implications for creating end-user-centric systems. His presentation dissected the term "OMR" through case studies, providing a critical assessment of its evolution and future.
+
+Highlights from the Paper Sessions
+Session 1: Advancing OMR Models and Analysis
+Can Multimodal Large Language Models Read Music Score Images?
+Jorge Calvo-Zaragoza and collaborators explored the potential of multimodal language models in OMR, discussing their performance on music score images.
+
+Sheet Music Transformer: End-to-End Full-Page OMR for Pianoform Sheet Music
+Antonio Ríos-Vila and colleagues presented a Transformer-based pipeline for recognizing full-page piano sheet music, emphasizing scalability and efficiency.
+
+Towards Sheet Music Information Retrieval Using Multitask Transformers
+Antonio Ríos-Vila and team proposed a unified approach for sheet music retrieval, combining multiple OMR tasks into a multitask transformer framework.
+
+Semantic Reconstruction of Sheet Music with Graph-Neural Networks
+Guillaume de Lambertye and Alexander Pacha demonstrated how graph neural networks could semantically reconstruct sheet music, enabling more accurate music representation.
+
+Staff Layout Analysis Using the YOLO Platform
+Vojtěch Dvořák and collaborators presented a YOLO-based method for analyzing staff layouts, optimizing structural recognition in OMR.
+
+Session 2: Expanding OMR Applications
+On Designing a Representation for the Evaluation of OMR Systems
+Pau Torras and colleagues proposed a novel representation for evaluating OMR performance, emphasizing its utility in benchmarking.
+
+Enhanced User-Machine Interaction for Historical Sheet Music Retrieval
+A. Menárguez Box and team introduced a user-machine interaction model for historical sheet music, leveraging musical notation for enhanced retrieval.
+
+Enhancing Recognition of Historical Musical Pieces with Synthetic and Composed Images
+M. Villarreal Ruiz and J. A. Sánchez explored the use of synthetic images to improve recognition accuracy for historical scores.
+
+The CollabScore Project: From Optical Recognition to Multimodal Music Sources
+Benoît Couasnon and collaborators discussed integrating optical and multimodal music sources into a unified platform for music analysis.
+
+Semi-Automatic Annotation of Chinese Suzipu Notation
+Tristan Repolusk and Eduardo Veas presented a component-based approach for annotating Suzipu notation, addressing unique challenges in Chinese music scores.
+
+Session 3: Historical and Handwritten Music
+OMR on Early Music Sources at the Bavarian State Library with MuRET
+J. Umbreit and S. Schumann discussed automating and scaling OMR for early music sources using MuRET.
+
+OMMR4all Revisited: A Semiautomatic Online Editor for Medieval Music Notations
+Andreas Hartelt and Frank Puppe revisited their online editor for medieval music notations, enhancing usability and automation.
+
+Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks (GANs)
+K. R. Palavala and collaborators demonstrated how GANs could enrich handwritten music datasets for better OMR training.
+
+Crafting Handwritten Notations: Towards Sheet Music Generation
+N. Tirupati and team explored generative methods for creating handwritten sheet music, pushing the boundaries of synthetic data generation.
+
+
+
+## The 5th International Workshop on Reading Music Systems 2023
+
+The 5th International Workshop on Reading Music Systems (WoRMS) took place on November 4th, 2023, in Milan, Italy, offering both on-site and remote participation. This year’s workshop showcased a range of cutting-edge research in Optical Music Recognition (OMR), including advancements in medieval music manuscripts, handwritten music synthesis, and few-shot learning. The program featured three engaging paper sessions and a thought-provoking keynote by Werner Goebl, emphasizing community-driven solutions to perfect music score corpora.
+
+Keynote: Perfecting Music Scores with Crowd-Sourced Validation
+Werner Goebl from the University of Music and Performing Arts Vienna delivered the keynote titled "The Final Stretch of OMR: Perfecting Music Score Corpora with Browser-Based Editing and Validation." Goebl introduced mei-friend, a browser-based editing and validation interface that facilitates community-driven corrections to OMR-generated scores. This innovative tool juxtaposes source score images with their digital renderings, enabling crowdsourced validation to ensure pristine accuracy. The keynote sparked discussions on how decentralized, open systems can contribute to a FAIR (Findable, Accessible, Interoperable, and Reusable) digital music ecosystem.
+
+Highlights from the Paper Sessions
+Session 1: Historical and Multicultural Perspectives
+Optical Music Recognition Workflow for Medieval Music Manuscripts
+Ichiro Fujinaga and Gabriel Vigliensoni explored workflows tailored to the unique challenges of medieval manuscripts, emphasizing the importance of preserving historical notations.
+
+The Suzipu Musical Annotation Tool
+Tristan Repolusk and Eduardo Veas introduced Suzipu, a tool designed to create machine-readable datasets for ancient Chinese music, bridging gaps in cultural heritage digitization.
+
+The OmniOMR Project
+A comprehensive framework for OMR, presented by Jan Hajič, jr., and collaborators, addressing multi-lingual and multi-modal requirements for diverse music scores.
+
+Towards Music Notation and Lyrics Alignment
+Juan Carlos Martinez-Sevilla and Francisco J. Castellanos shared a case study on aligning notation and lyrics in Gregorian chants, advancing research in music-text alignment.
+
+Session 2: Data Generation and Enhancement
+Symbol Generation via Autoencoders for Handwritten Music Synthesis
+Jonáš Havelka and team showcased how autoencoders can generate handwritten music symbols, contributing to realistic data synthesis.
+
+Towards Artificially Generated Handwritten Sheet Music Datasets
+Pranjali Hande and collaborators presented methods for generating artificial datasets, addressing the scarcity of annotated data in OMR.
+
+Improving Sheet Music Recognition with Data Augmentation and Image Enhancement
+Zihui Zhang and colleagues discussed innovative techniques for improving OMR accuracy, leveraging data augmentation and image preprocessing.
+
+Session 3: Few-Shot and End-to-End Learning
+Rotations Are All You Need: A Generic Method for End-To-End OMR
+Antonio Ríos-Vila introduced a novel approach using rotations to simplify and improve end-to-end OMR pipelines.
+
+Few-Shot Music Symbol Classification via Self-Supervised Learning
+María Alfaro-Contreras presented a method for classifying music symbols with minimal training data, leveraging self-supervised learning.
+
+Few-Shot Learning for Layout Analysis of Music Scores
+Francisco J. Castellanos and team conducted a preliminary study on applying few-shot learning to the layout analysis of complex music scores.
+
+
+## The 4th International Workshop on Reading Music Systems 2022
+
+The fourth edition of the International Workshop on Reading Music Systems (WoRMS) was held last Friday, offering another dynamic hybrid experience. Researchers and industry professionals in Optical Music Recognition (OMR) came together to explore the latest advancements and challenges in the field. This year’s workshop featured nine diverse papers spanning topics such as dataset challenges, deep learning innovations, and integration of language models, alongside an engaging keynote by Marie Chupeau (Magic LEMP).
+
+Keynote: Advancing OMR with MaestrIA
+Marie Chupeau opened the workshop by presenting Magic LEMP's OMR solution, MaestrIA, developed for Newzik. She shared insights into their experiments with neural architectures for sequential, mask, and object detection approaches, highlighting the potential of score generation as an asset in OMR. Her discussion delved into the design process of their score generator, sparking interest and questions about how such systems might reshape music digitization.
+
+Highlights from the Paper Sessions
+Session 1: Datasets and Training Challenges
+Challenging Sources: A New Dataset for OMR of Diverse 19th-Century Music Theory Examples
+Fabian C. Moss and collaborators introduced a dataset targeting diverse 19th-century music theory materials. The dataset addresses the need for varied and challenging OMR training sets, opening avenues for more robust systems.
+
+CompIdNet: Sheet Music Composer Identification Using Deep Neural Networks
+Dnyanesh Walwadkar and colleagues presented their work on composer identification through deep learning. This research adds a novel dimension to OMR by linking sheet music to its creators.
+
+Obstacles with Synthesizing Training Data for OMR
+Jiří Mayer and Pavel Pecina explored challenges in generating synthetic training data, identifying issues that arise when bridging the gap between synthetic and real-world datasets.
+
+Session 2: Full-Page and Graph-Based OMR
+End-To-End Full-Page Optical Music Recognition of Monophonic Documents via Score Unfolding
+Antonio Ríos-Vila and team proposed a full-page recognition pipeline leveraging a score unfolding mechanism for monophonic documents, addressing scalability in OMR systems.
+
+End-to-End Graph Prediction for Optical Music Recognition
+Carlos Garrido-Muñoz and collaborators discussed graph-based models, which allow for efficient encoding of complex music notation relationships.
+
+Efficient Approaches for Notation Assembly in Optical Music Recognition
+Carlos Penarrubia and co-authors presented techniques for efficiently assembling notations post-recognition, optimizing the final stages of the OMR pipeline.
+
+Session 3: Applications and Enhancements
+Computer-Assisted Measure Detection in a Music Score-Following Application
+Eran Egozy and Ian Clester focused on integrating measure detection for applications in score-following, emphasizing real-time performance aids.
+
+Automated Transcription of Electronic Drumkits
+Florent Jacquemard and team showcased their work on transcribing electronic drumkit performances, bridging the gap between electronic and traditional score representation.
+
+Improving Handwritten Music Recognition through Language Model Integration
+Pau Torras and colleagues demonstrated how language models could enhance recognition accuracy, particularly for handwritten scores.
+
+
+
+## The 3rd International Workshop on Reading Music Systems 2021
+
+![worms2021]({% link /assets/img/worms2021.png %})
+
+The third edition of The International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting last Friday, 23rd of July. It brought together many researchers working in Optical Music Recognition (OMR) and also from the industry. This edition 11 papers researching a broad list of topics in OMR were presented, and an [outstanding keynote from Anthony Wilkes (Organum Ltd)](https://drive.google.com/file/d/1IDgOaW8tGxJt9Top7x7GSZXLsAo-XVcb/view) was talking on The design of ReadScoreLib. 
+
+Below I will try to summarise some of the papers presented. 
+
+[Hybrid Annotation Systems for Music Transcription by Ioannis Petros Samiotis, Christoph Lofi and Alessandro Bozzon](https://drive.google.com/file/d/17BdTUfU6Fk8qyrpxo6L-BGTqIhLvStL5/view)
+
+Dwells on the idea of bringing human annotation and automated methods together for music transcription. In other words, how can a non-specialist carry out music transcription with careful task interaction using AI automated methods. Among 144 workers that executed tasks in MTurk, those with formal knowledge in music were rare. Audio extracts of target music scores were offered to increase performance, especially for short segments of one or two measures. For longer segments, audio extracts have shown better results against textual measures, but a combination of the two was used as more preferable. 
+
+
+[Implementation and evaluation of a neural network for the recognition of handwritten melodies by Nils Wenzlitschke](https://drive.google.com/file/d/17Dp9gIjQPZVwSFJzKK8QA6Xjcgv894wj/view)
+
+This research came as a fruit of a current need for digital archiving and digitalisation of music for the
+University Library of Regensburg. It evaluates if the existing SOTA deep learning architecture is able to recognise handwritten monophonic scores for the purpose of digitalisation. Based on existing work, the architecture includes two neural networks: a stave recognition network using autoencoders and an end-to-end note recognition using recurrent convolutional networks. One limitation mentioned is the amount of annotated data available for this research. 
+
+
+[DoReMi: First glance at a universal OMR dataset by Elona Shatri and George Fazekas ](https://scholar.google.com/scholar_url?url=https://arxiv.org/abs/2107.07786&hl=en&sa=T&oi=gsb&ct=res&cd=0&d=14810089764046134622&ei=zZr-YJCFNYqImgHdz7SYBQ&scisig=AAGBfm3Isc8XU8MWS1mRRgnn5ctiET7y8g)
+
+We were also part of this workshop presenting our work in our newly published dataset DoReMi. We presented some of the challenges the lack of a well-annotated, that supports more than one stage of OMR poses and how DoReMi moves closer to such dataset. Furthermore, statistics on the dataset and baseline experiments on object detection using Faster R-CNN models. 
+
+[The Challenge of Reconstructing Digits in Music Scores by Alexander Pacha](https://drive.google.com/file/d/10uUCaORERAzD-ISSm6FUeNNOOzrTRDzF/view)
+
+Pacha presented some focused research he is currently conducting at e[note](https://enote.com/index) in recognising and reconstructing the digit elements in sheet music. He shows the main challenges posed by the ambiguity of the variations in their classes, their contextual nature and more computer vision issues. He then shows the results in using deep learning to recognise digits. The network was trained in synthetic samples and achieved a validation accuracy of 95%, which does not live it up in real-world scores. To address it was fine tunned on 7000 manually annotated real scores, but yet again, accuracy does not reach 60%. In the end, this opened up a long discussion in the workshop on why does this happen and the ways to tackle it. 
+
+[Detecting Staves and Measures in Music Scores with Deep Learning](https://drive.google.com/file/d/1uSIrbiLrx1RfXEV86STS7XRuwJoa34O7/view)
+
+This paper investigates strategies of detecting measures, staves and system measures using machine learning. That is to aid the detection of structural elements as a basis for an OMR system. A neural network is trained in handwritten music scores to generate annotations for typeset music. Detectron2 was used as a framework and Faster R-CNNs as a model to predict the bounding boxes in images. The datasets used for training were MUSCIMA++ and AudioLabs datasets. They applied the model in three settings: single class models (system measures, stave measures, staves), two class models (system measures & staves) and three class models (system measures & stave measures & staves). The first setting is performing best. However, considering that that model lacks diversity, it might not work well for every kind of sheet music. 
+
+[Unsupervised Neural Document Analysis for Music Score Images](https://drive.google.com/file/d/1ZBRaOwsTkdOUo6sfm9xdQPuPMNyM89ho/view)
+
+Given the lack of large training annotated set, this study suggests using Domain Adaptation (DA) based on adversarial training. The propose combining DA and Selectional Auto-Encoders for unsupervised document analysis. They utilise three corpora manually labelled for the layers: SALZINNES, EINSIEDELN and CAPITAN, and using F-score as an evaluation metric. Results obtained show the proposed method slightly improves state-of-the-art, but such adaptation should not be carried out in every type of layer. 
+
+[Multimodal Audio and Image Music Transcription](https://drive.google.com/file/d/1ZDlU0WDmqC4-37s2gkCf2nOAt4Z5Ow-S/view)
+
+This paper draws attention to Optical Music Recognition (OMR) and Automatic Music Transcription (AMT) similarities and exploits them to assist each field. The paper presents a proof-of-concept that combines end-to-end AMT and OMR systems predictions over a set of monophonic scores. Using Symbol Error Rate (SER), they show that a fusion model of the two can slightly improve the error rate in OMR.
+
+[Sequential Next-Symbol Prediction for Optical Music Recognition](https://drive.google.com/file/d/1o4zm_fx_Fa7zclWkqgbVLx2x3DuvZidz/view)
+
+This study proposes to address the lack of large training sets with a sequential classification-based approach for music scores. That is by predicting the symbol locations and their respective music-notation label using Convolutional Neural Networks (CNN). 
+
+[Completing Optical Music Recognition with Agnostic Transcription and Machine](https://drive.google.com/file/d/1WAhrcPRzpuoB1fJsMkGCZamIp1CHv3c5/view)
+
+This work focuses on the last stage of OMR, encoding, where outputs from images are converted to a score encoding format. The paper investigates the implementations of recognition pipelines that use Machine Translation to do the encoding. 
+
+
+
+## Centre for Doctoral Training in AI and Music (AIM) & Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT) virtual visit
+
+Remote working has limited us in many things, simultaneously it gave us the liberty of being in places without taking an aeroplane. Virtual visits became a much easier thing to organise. That allowed us to meet our peers in IRCAM’s Artificial Creative Intelligence and Data Science (ACIDS) team in Paris back in February.  This time we are delighted to “travel” to Canada and meet with Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT).
+
+We will share our ideas and research and what our groups are working on at the moment. Each centre will have 6-7 presentations from PhD students, totalling 12-14 presentations, with a length of 3-5 minutes per presentation.
+
+These presentations will revolve around topics such as deep learning, sound synthesis, gesture and performance analysis, artificial creativity, augmented instruments, generative music, optical music recognition, composition… and much more! See the agenda!
+
+Date: 30th of June 2021
+
+Time: 2-5 pm (UK time, GMT+1)
+
+Where: https://mcgill.zoom.us/j/83537509055
+
+
+Organisers:
+
+AIM
+Elona Shatri: e.shatri@qmul.ac.uk
+Nick Bryan-Kinns: n.bryan-kinns@qmul.ac.uk
+
+CIRMMT
+Eduardo Meneses
+Carolina Rodríguez
+
+## Optical Music Recognition: State of the Art and Major Challenges
+### Review paper summary on OMR — paradigm shift and possible directions.
+
+Recently I got my very first paper accepted to the [International Conference on Technologies for Music Notation and Representation (TENOR) 2020](https://arxiv.org/abs/2006.07885). The journey of getting published was very insightful and it will serve as my own guide to publishing in the future.
+
+The paper summarises prior work and takes a position in progressing the field of my research topic — Optical Music Recognition (OMR). You can read more about OMR in my previous article. I have heard the pros and cons of publishing a position paper at the beginning of my academic journey. However, writing this paper made me doubt myself which always resulted in learning more.
+
+Back to the actual content of the paper, I try to summarize the four main stages of the OMR pipeline variety of published work in each stage. Furthermore, I try to capture the paradigm shift in the methods used in OMR from conventional computer vision systems to end-to-end deep learning networks.
+
+
+Overall OMR traditional pipeline [13]
+Initially, the four stages of OMR included image preprocessing, musical object detection, musical symbol reconstruction and finally encoding the musical knowledge into a machine-readable file. In the image preprocessing stage mainly enhancement, de-skewing, blurring, noise removal and binarisation were applied [1, 2, 3, 4, 5]. Binarisation is the process of converting an image to binary (only black and white pixels). Initially, such processes were performed using traditional techniques such as choosing a binarisation threshold based on the global histogram of the image. Later on, for instance, binarisation is done using sectional auto-encoders [6, 7]. These encoders learn an end-to-end transformation for the binarisation.
+
+Moving on to musical symbol detection, this stage has three substages: staff-processing, musical symbol processing and finally classification. In staff-processing, staff lines are first detected and depending on the study removed. Lately, Pacha et al. using object detection techniques proved that removing staff lines does not guarantee better performance [8].
+
+The musical object detection stage has largely benefited from the state of the art in computer vision, especially from object detection in general. Models such as Fast R-CNNs, Faster R-CNNs, Single Shot Detectors (SSD) were used to detect musical objects. They use pre-trained models which are later fine-tuned in a handwritten sheet music dataset MUSCIMA++ [9]. This work draws a baseline on using deep learning in object detection in sheet music.
+
+One of the most complicated stages is reconstructing structural and semantic relationships between the musical symbols. This step was usually done using musical knowledge, rules and heuristics [10, 12]. Recently, this stage was also exposed to deep learning methods and end-to-end learning [11]. However, a major problem here is finding representations that can capture both structural and semantic relationships in music. This is due to the fact that music has a very complex structure with the symbols having spatial relationships and long-term dependencies. These relationships build up the music a structure and their semantic meaning is the music itself. As such, finding a representation that embeds all this information is very challenging.
+
+Ultimately, the goal is to encode all retrieved relationships into a machine-readable file. There is a variety of such formats. While some formats encode instrument, pitch, velocity and onsets, those can only facilitate replayability. Other formats can encode more information which facilitates not only replayability but also an approximation on how the symbols looked on the sheet.
+
+
+OMR moving towards end-to-end learning [13]
+To conclude the main challenges on OMR today are the lack of a bigger labelled dataset, music objects and staff lines detection, semantic meaning reconstruction, and lack of standardisation, evaluation metrics and the output representation [13].
+
+Read more here: https://arxiv.org/abs/2006.07885
+
+References
+
+I. Fujinaga, “Optical music recognition using projections,” PhD dissertation, McGill University Montreal, Canada, 1988.
+B. Couasnon, P. Brisset, I. Stephan, and C. P. Brisset, “Using logic programming languages for optical music recognition,” in In Proceedings of the Third International Conference on The Practical Application of Prolog. Citeseer, 1995.
+A. Fornes, J. Llados, G. Sanchez, and H. Bunke, “Writer identification in old handwritten music scores,” in 2008 The Eighth IAPR International Workshop on Document Analysis Systems. IEEE, 2008, pp. 347– 353.
+A. Fornes, J. Llados, G. Sanchez, and H. Bunke, “On the Use of Textural Features for Writer Identification in Old Handwritten Music Scores,” in 2009 10th International Conference on Document Analysis and Recognition. Barcelona, Spain: IEEE, 2009, pp. 996–1000. [Online]. Available: http://ieeexplore.ieee. org/document/5277541/
+L. J. Tardon, S. Sammartino, I. Barbancho, V. Gomez, and A. Oliver, “Optical music recognition for scores written in white mensural notation,” EURASIP Journal on Image and Video Processing, vol. 2009, no. 1, p. 843401, 2009.
+A.-J. Gallego and J. Calvo-Zaragoza, “Staff-line removal with selectional auto-encoders,” Expert Systems with Applications, vol. 89, pp. 138–148, 2017.
+J. Calvo-Zaragoza and A.-J. Gallego, “A selectional auto-encoder approach for document image binarization,” Pattern Recognition, vol. 86, pp. 37–47, 2018.
+A. Pacha, K.-Y. Choi, B. Couasnon, Y. Ricquebourg, R. Zanibbi, and H. Eidenberger, “Handwritten Music Object Detection: Open Issues and Baseline Results,” in 2018 13th IAPR International Workshop on Document Analysis Systems (DAS). Vienna: IEEE, Apr. 2018, pp. 163–168. [Online]. Available: https: //ieeexplore.ieee.org/document/8395189/
+Hajič, Jan, and Pavel Pecina. “The MUSCIMA++ dataset for handwritten optical music recognition.” 2017 14th IAPR International Conference on Document Analysis
+P. D, “Computer pattern recognition of standard engraved music notation,” in Structured Document Image Analysis. Springer, 1992, pp. 405–434.
+A. Pacha, J. Calvo-Zaragoza, and J. Hajic jr, “Learning notation graph construction for full-pipeline optical music recognition,” in 20th International Society for Music Information Retrieval Conference, 2019.
+D. Bainbridge and T. C. Bell, “A music notation construction engine for optical music recognition,” Softw., Pract. Exper., vol. 33, pp. 173–200, 2003.
+E. Shatri and G. Fazekas, “Optical Music Recognition: State of the Art and Major Challenges”, arXiv preprint arXiv:2006.07885, 2020
+
+## A review on Generative Adversarial Networks
+### How did the GANs change the way machine learning works?
+
+The history of deep learning has shown to be a bit unusual. Many practices, such as convolutional neural networks, invented in the 80s, had a comeback only after 20 years. While most of the methods had a comeback, Generative Adversarial Networks were one of the most innovative techniques to happen to deep learning in the past ten years. While discriminative networks with propagation and dropout algorithms with a well-behaved gradient shown to be very successful, it was not the same case with generative networks. Deep generative networks had issues with approximating intractable probabilistic computations during the estimation of maximum likelihood. Furthermore, it can not leverage the benefits of linear units in a generative context. GANs came to assist the field with these two issues while bringing both a generative and a discriminative network together.
+
+GANs were first proposed by Goodfellow et al. [1] at the University of Montreal. The basic framework contains a generator working against an adversary, while the discriminator learns to tell if a sample belongs the data distribution or from the generative network. The idea is for these two networks to get better while competing against each other.
+
+The most straightforward modelling is having both the discriminator and generator as a multilayer neural network. The generator learns the mapping from a latent space to data distribution, tending to become similar to the ground data distribution. The discriminator, on the other hand, tries distinguishing between real data distribution and what was generated from the generator. The goal of the generative network is to trick the discriminator into thinking that the novel data produced is coming from true data distribution; this way, it increases the discriminator’s error rate.
+
+Deep Convolutional Generative Adversarial Networks(DCGANs) – mc.ai
+Figure 1: Building blocks of a GAN (https://mc.ai/deep-convolutional-generative-adversarial-networksdcgans/)
+We should emphasise that the role of GAN is not to reproduce data used during training, instead to produce new data. We can describe it as a two-person game, these two networks opposing each-other, meaning that the end goal is achieving an equilibrium in which these trained networks have the best response to each other. At this point, they can not improve anymore, and the training stops. However, such an equilibrium is difficult to be achieved and even less maintained, and this is the first issue with GANs. Another problem is that there is no way to validate if the generator has learned to produce a distribution similar to real-life data distribution in a held-out dataset like other deep learning techniques.
+
+In the original paper, it is experimentally shown that the amount of data and the depth of the network plays a huge role in a better performance. When the data point is an image that would mean that the amount of data should be exponential to the number of pixels. Given that images have hundreds/thousands of pixels that would mean better results are achieved in nets that can not be implemented yet with the available computational power and data.
+
+GANs application has been extensive, from art, fashion, advertising, science to video games. However, these networks have also been adopted for malicious intents such as creating fake social media profiles using synthesised images produced with GANs. As we can see, its application is more extensive in the field of computer vision.
+
+
+Figure 2: A road map of GANs since the original paper, inspired by [9]
+In Figure 1 a road map of GANs starting from the original paper is given. Because of the page limitation, I will list the mentioned methods briefly and what they tackle — many papers proceeding original work focus in modification during the training process.
+
+Deep convolutional GANs (DCGANs) [2] have better performance since instead of defining the generator (G) and discriminator (D) with multilayer perceptrons it defines it with CNNs, when used with images. It does not have pooling layers, so to increase spatial dimensionality, it uses deconvolution. Normalise batches for all layers in G and D except for the last layer of D and the first layer of G, so the information on the correct mean of data distribution is not lost.
+
+Changes in the training settings were proposed by ImprovedGANs [3] that have to do with minibatch discrimination, virtual batch normalisation and feature matching. Given that the original GANs suffer from low-resolution, LAPGAN [4] using CNNs within a Laplacian pyramid generate higher resolution images. Progressive GANs (PGGAN) [5] also propose a modification in training, based on progressive neural networks, to grow both discriminator and generator, from low to higher resolution by adding new layers progressively.
+
+image-to-image translation traditionally to learn to map between an output and input image using a training set that contains aligned pairs. CycleGANs [6] use an adversarial loss to map an image from source domain X to a target domain Y, lacking pairs. Furthermore, they couple this loss with an inverse mapping achieving a cycle constancy.
+
+Another issue with original GANs is mode collapse, which means they tend to produce similar samples, even when trained on diverse datasets. PACGANs [7] handle this issue with what they call packing. The main changes happen in the discriminative network, enabling the network to make decisions based on multiple samples from the same class, from both real and generated data distribution.
+
+Self-Attention Generative Adversarial Network (SAGAN) [8] propose using long-range dependency modelling with attention for image generation. It uses spectral normalisation for G and D, and prove to improve the training process.
+
+Another different way of using GANs has been training the generator on a single natural image, using a pyramid of FC GANs, each learns a distribution at different scales of the image.
+
+A problem yet to be tackled in GANs is the fact that they assume that the generated samples have different generative parameters, which means they can not produce discrete data directly. Another open question is how to measure the uncertainty of a well trained generative network.
+
+I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio, “Generative adversarial nets,” in advances in neural information processing systems, pp. 2672–2680, 2014.
+A. Radford, L. Metz, and S. Chintala, “Unsupervised representation learning with deep convolutional generative adversarial networks,”arXiv preprint arXiv:1511.06434, 2015.
+T. Salimans, I. Goodfellow, W. Zaremba, V. Cheung, A. Radford, and X. Chen, “Improved techniques for training gans,” in Advances in neural information processing systems, pp. 2234–2242, 2016.
+E. L. Denton, S. Chintala, R. Fergus, et al., “Deep generative image models using a laplacian pyramid of adversarial networks,” in advances in neural information processing systems, pp. 1486–1494, 2015.
+T. Karras, T. Aila, S. Laine, and J. Lehtinen, “Progressive growing of gans for improved quality, stability, and variation,”arXiv preprint arXiv:1710.10196, 2017.
+J.-Y. Zhu, T. Park, P. Isola, and A. A. Efros, “Unpaired image-to-image translation using cycle-consistent adversarial networks,” in Proceedings of the IEEE international conference on computer vision, pp. 2223–2232, 2017.
+Z. Lin, A. Khetan, G. Fanti, and S. Oh, “Pacgan: The power of two samples in generative adversarial networks,” in Advances in neural information processing systems, pp. 1498–1507,2018.
+H. Zhang, I. Goodfellow, D. Metaxas, and A. Odena, “Self-attention generative adversarial networks,”arXiv preprint arXiv:1805.08318, 2018.
+J. Gui, Z. Sun, Y. Wen, D. Tao, and J. Ye, “A review on generative adversarial networks: Algorithms, theory, and applications,”arXiv preprint arXiv:2001.06937, 2020.
+
+
+## Online VISUM 2020 highlights 
+
+Starting from 3rd to July 10th, I attended the VISUM summer school online. The conference was set to happen in Porto, then the pandemic and it was moved online.
+
+The itinerary included lectures, AI shots, and the main competition. The lectures were in ranges of machine learning, deep learning, information security, AI and more. While the AI shots were the sessions between lectures and breaks where people from industry partners were invited to give a 30 minutes talk on their work and what are the AI use cases in their work.
+
+Jaime Cardoso (INESC TEC and the University of Porto FEUP), gave a detailed lecture on computer vision (CV) and machine learning (DL). A roadmap and derivatives such as deep learning, artificial intelligence and their history.
+
+One of the highlights of the summer school was having professor Johan Suykens as an invited speaker to talk on Deep Learning and Kernel Machines. As a reminder, least-squares SVM (LS-SVM) classifiers were proposed by professor Suykens and Vandewalle [1]. After giving a brief introduction to deep learning, he went on to talk more on function estimation and model representation, LS-SVM, kernel spectral clustering, restricted kernel machines and generative models.
+
+Action recognition is one of the most popular and explored areas in computer vision. We had the pleasure to listen to Pascal Mettes from the University of Amsterdam give a detailed talk on action recognition. His talk had three main topics: video representation for action recognition, action and video understanding without labels and recent advances in action understanding. On recognizing video with deep learning, he outlined three approaches: pooling over time, time as a channel dimension and time as a spatial dimension. Furthermore emphasizing the pros and cons of using one approach over the others. Moving to the second part, he mentions approaches such as zero-shot learning, self-supervised learning for action recognition. He closed his talk with recent approaches to action recognition using graph neural networks.
+
+A very interesting talk was Optimal Transport in Deep Learning, given by professor Nicolas Courty. He started his talk with an introduction to optimal transport and then moved to its application to DL. The lecture went back to the first formulation of the optimal transport and resource allocation problem by Monge. He then moved to other contributions to the field such as Tolstoi, Kantorovich, Hitchcock. He explained learning from distribution, histograms, Wasserstein Loss, finding the Monge mapping and the domain adaptation problem. What was clear from the lecture is that optimal transport is a well-grounded theory allowing us manipulating with distributions in ML. It is a very complex theory; nonetheless, it is widely applied in large scale deep learning settings.
+
+One of the talks I was very familiar with was the talk on Information Security by professor Marta Gomez-Barrero. She introduced the whole field going on to cryptography, biometric data, user authentication and discussing a case study. The case study was Cancelable Biometrics Based on Bloom Filter [2].
+
+Last but not least, a lecture on Interpretability for ML in Medical Imaging from Mauricio Reyes (University of Bern). Terms like explainability and interpretability are often used interchangeably in ML. Reyes explains the difference between these two :
+Explainability — “What’s the process behind” (e.g. Apple falling from a tree: gravity)
+Interpretability — “understanding/predicting causal/effect phenomena” (what happens if I cut the apple from the tree: it will fall)
+He goes on to explain why do we interpretability of models and especially in medical imaging. He later uses popular ML models with use cases and how can they be interpreted.
+
+The most exciting part of the summer school was the competition. From 70+ participants, we formed teams of three to work on the same problem. The problem we worked on was fish detection. The winning teams had similar results to state of the art. Similar techniques in image pre-processing and methodologies were used, such as YOLO, Faster R-CNN and the real boost coming from transfer learning using pre-trained models.
+
+[1] Suykens, J. A. K., et al. “Least squares support vector machine classifiers: a large scale algorithm.” Proceedings of the European Conference on Circuit Theory and Design. Vol. 10. 1999.
+
+[2] Rathgeb, Christian, et al. “Towards cancelable multi-biometrics based on bloom filters: a case study on feature level fusion of face and iris.” 3rd international workshop on biometrics and forensics (IWBF 2015). IEEE, 2015.
+
+## What is Optical Music Recognition?
+
+I have always been enthusiastic to explore of Computer Vision, equally, music has also been a great part of my life. Combined, they make a great research problem! Four months ago, I commenced a 4-year Ph.D. program. So far, it has been an insane journey in terms of how much I have learned and the enthusiasm to learn more.
+
+
+Photo by Sarah on Unsplash
+The research problem I am undertaking is Optical Music Recognition (OMR), more pointedly, investigating if Deep Learning can assist in improving the performances of the current methods.
+
+For you to get to comprehend this problem a little bit more, I will attempt to clarify what OMR is, the conventional methods used and the main issues needed to be tackled in the future.
+
+Most of us have presumably used Google translate and its camera translation feature by now. By just taking a picture of a text, we save time and avoid learning Chinese or other languages. Now let us think of how this feature would apply to music. Musicians still write in music sheets or blank paper. However, if they want to share their music, they will have to transcribe it into a computer. A computer-readable music file would be more accessible. Therefore the motivation behind this research is the possibility of allowing composers, musicians, to not only transcribe and edit music by means of taking a picture of the sheet music but ultimately share and play their pieces. OMR would also assist in music statistics, and enable searchability for notations, similar to that of searching for text.
+
+Calvo-Zaragoza et al. give a very clear and inclusive definition of OMR, calling it a research field rather than a simple problem.
+
+Optical Music Recognition is a field of research that investigates how to computationally read music notation in documents.
+
+The second part of the definition stresses the “computationally read music notation in documents”, given that it is performed by computers (rather than humans), it does not concern music notation models themselves, but it builds upon this knowledge. Furthermore, it emphasizes the information captured by these systems, which I will explain in more detail in below sections.
+
+The research field was established at MIT in the late 1960s, using scanned printed music sheets. The pioneers in the field are Ichiro Fujinaga, Nicholas Carter, Kia Ng, David Bainbridge and Tim Bell. Their work is still an excellent foundation for today’s research. OMR is related to other fields such as music information retrieval, computer vision and document analysis.
+
+Based on the carried out studies a standard pipeline reflecting the approaches taken into solving the problem was formed (see figure 1).
+
+
+Figure 1. The standard OMR pipeline (Image by author)
+The usual inputs to this pipeline are scans/pictures of printed/handwritten music sheets. These images are then subject to image processing techniques. These techniques include binarization (black and white), blurring, deskewing (rotation), and will help in reducing the noise in the image.
+
+Enhanced images will next be used in music object recognition. In this step, the algorithm will try to identify musical objects such as clefs, noteheads, bars, slurs, and others. In this stage, the objects are primitives and separate from their semantic meaning.
+
+
+Figure 2. Object detection with Faster R-CCN (source: https://github.com/apacha/MusicObjectDetector-TF)
+Consequently, the next step attempts to reconstruct the relationships these primitives have had, together with the semantic meaning. This approach rebuilds the semantics based on grammar rules that exist in music.
+
+The final output can represent the musical meaning and description of the music score in the input and it is machine-readable. The usual formats of these files can be MIDI, MusicXML, MEI and so on.
+
+
+Sample of a file format output (Image by author)
+We want to explore new ways of performing such steps using Deep Learning (DL). Most DL models build on artificial neural networks. These networks are inspired by the biological neural networks. They consist of many layers that have the so-called nodes; they contain one input layer, one or more hidden layers and output layers. The deeper it goes, the more intricate features a model can learn and extract. The hidden layers in between are usually referred to as a “black box.” That is because we can not easily understand what happens inside, albeit new research is focusing on this.
+
+We plan to start by applying this approach in the second stage of OMR, that is, music object detection. To do this, we need a vast dataset containing images of music sheets. This dataset should also have a ground truth so that the model can learn well from it. A part of the data, called test data, should not be seen by the model. This way, we can evaluate how good the model does on things it has never seen before. This model should be designed based on the nature of the experiment, the input, and the desired output. We also propose bringing standardization on what formats inputs, outputs should be and their evaluation.
+
+References:
+
+A. Rebelo, I. Fujinaga, F. Paszkiewicz, A. R. S. Marcal, C. Guedes, and J. S. Cardoso, “Optical music recognition: state-of-the-art and open issues,” Int J Multimed Info Retr, vol. 1, no. 3, pp. 173–190, Oct. 2012. [Online]. Available: http: //link.springer.com/10.1007/s13735–012–0004–6
+
+J. Calvo-Zaragoza, J. Hajicˇ Jr., and A. Pacha, “Understanding Optical Music Recognition,” arXiv:1908.03608 [cs, eess], Aug. 2019, arXiv: 1908.03608. [Online]. Available: http://arxiv.org/abs/ 1908.03608
+
+Pacha, Alexander, Jan Hajič, and Jorge Calvo-Zaragoza. “A baseline for general music object detection with deep learning.” Applied Sciences 8.9 (2018): 1488.
+
+
+
+
+
+## ICASP 2020 - A review on my favourite papers
+
+### On Network Science and Mutual Information for Explaining Deep Neural Networks
+
+This paper works toward interpretable neural network models. This work is in part of a bigger move in the machine learning community, to open the so-called “black box” and be able to explain how the machine is learning. This study investigates how the information flows through feedforward networks. They propose using information theory on top of the network science to calculate an information measure that represents the amount of information that flows between two neurons. The technique to codify this information flow is called Neural Information Flow (NIF). Basically, NIF weights the importance that edges of the neurons have in a multilayer perceptron (MLP) or Convolutional Neural Networks (CNN) while using the mutual information between nodes which is modelled as distribution. Feature attribution is computed as follows, an importance value is placed along all the edges of the network, a product of all these values in a given path is calculated, to finally sum all these products across all possible paths from an input and output. NIF provides information on the most crucial paths of a network. Hence, less important parameters can be removed without loss of accuracy, facilitating network pruning at inference time. Furthermore, NIF can help in visualising edge communities, understanding how nodes form communities, for instance in an MLP. This could help in better training of a network, but needs to further be investigated. However, NIF is of a high computation complexity, which seems to be the main area for improvement.
+
+[Davis, Brian, et al. “On Network Science and Mutual Information for Explaining Deep Neural Networks.” ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020](https://ieeexplore.ieee.org/document/9053078)
+
+ 
+
+### Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation
+
+This paper tackles the efficiency of object detection. Object detection is a process of simultaneous localisation and classification. While the first one gives the category the object belongs to, the second one tells where this object is located. Both tasks require robust features that well represent an object. However, these tasks have many non-shared characteristics. Classification concentrates on partial areas or the most prominent region during recognition, i.e. the head of a cat, whereas localisation considers a larger area of the image. Classification is translation invariant while localisation has translation variant characteristics. Hence, the authors propose a network that in addition to considering the common properties, also considers task-specific characteristics of both tasks. They propose altering existing object detection in three stages. Having a lower layer that shares less semantic features between classification and localisation. Consequently, separating the backbone layers to learn task-specific semantic features. Finally, fuse these two separated features by concatenating and 1×1 convolution to have the same number of channels with the separated features. Experimental results show that such an approach can encode two-task specific features while improving performance. However, these improvements are not substantial and further detailed investigation is needed for the task-specific objective functions. 
+
+[Kim, Jung Uk, et al. “Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation.” ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020](https://ieeexplore.ieee.org/abstract/document/9054600)
+
+
+
+### Unsupervised Domain Adaptation for Semantic Segmentation with Symmetric Adaptation Consistency
+
+Domain adaptation deals with learning a predictor when the training and test sets come from a different distribution. An example of this situation could be semantic segmentation. If a network trained in synthetic images, fully labelled, has to segment real-world images. These two types of distributions are very different; therefore, a mapping of features is needed. Unsupervised domain adaptation uses the labels from the training time to solve tasks in the shifted distribution data with no labels. This paper utilizes adversarial learning and semi-supervised learning for domain adaptation in semantic segmentation. The two stages of this method are image-to-image translation and feature-level domain adaptation. Firstly, images from source domain are translated to the targeted domain using a translation model. Finally, the semantic segmentation model is trained in an adversarial and semi-supervised manner at the same time. This is done by first symmetrically training two segmentation models with adversarial learning and then between the outputs of the two models introduce the consistency into semi-supervised learning to improve accuracy on pseudo labels that highly affect the final adaptation performance. They achieve state-of-the-art performance on semantic segmentation on the GTA-to-Cityscapes. 
+
+
+
+[Li, Zongyao, et al. “Unsupervised Domain Adaptation for Semantic Segmentation with Symmetric Adaptation Consistency.” ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020](https://ieeexplore.ieee.org/document/9053388)
+
+
+# Articles on Machine learning in Albanian language 
+
+
+## Çfarë janë Rrjetat Nervore Kompjuterike (Neural Networks)?
+
+Përmbajtja:
+Përkufizimi i rrjetave nervore kompjuterike
+Shembuj
+Elementet e rrjetave nervore kompjuterike
+Konceptet baze të rrjetave nervore të thella
+Pëkufizimi i rrjetave nervore kompjuterike
+Rrjetat nervore kompjuterike (Neural Networks) janë një bashkësi e algoritmeve përllogaritës, të modeluar sipas trurit të njeriut, e të projektuar që të njohin motive apo rregullsi. Çfarëdo qofshin të dhënat në hyrje: fotografi, tekst, seri kohore, këto rrjeta së pari i përkthejnë këto të dhëna në të dhëna numerike, që më pas vendosen nëpër vektorë, e në fund gjendet motivi.
+
+Rrjetat nervore kompjuterike na ndihmojnë duke klasifikuar dhe grumbulluar (classifying and clustering). Këtë mund ta imagjinoni si një shtresë klasifikimi e grumbullimi në krye të të dhënave që posedoni. Këto janë të afta të njohin e identifikojnë të dhëna që nuk i ka parë më herët, pa etiketë, në baze të ngjashmërive që ka me të dhenat e tjera që i ka parë më herët. Për shembull: të imagjinojmë që gjatë jetës sonë kemi parë mollë të gjelbërta dhe të kuqe. Sot dikush na ofron një mollë të verdhë dhe ne shohim ngjyren, por ngjyra nuk na ndihmon ta identifikojmë cili frut është, shohim formën dhe tani e krahasojmë me të gjitha frutat që kemi parë më herët. Gjejmë frutin më të ngjashëm në formë, ose edhe në shije e ky frut do të ishte molla. Pra ne edhe pse kurre nuk kemi pare mollë të verdhë, prap jemi në gjendje të tregojmë se është mollë. I njejti parim vlen edhe për këto rrjeta. Në këtë rast, dy atributet e përmendura të pemës janë ngjyra dhe forma.
+
+Deep learning (shqip: të mësuarit e thellë) përdor një bashkësi të dhënash të etiketuara për t’u trajnuar apo për të mësuar. Këtë mësim apo trajnim do t’a përdorë më vonë për të krahasuar me të dhëna të paetiketuara.
+
+Tani të mendojmë për çfarë problemesh mund të përdoren këto rrjeta, dhe a mund të aplikohen në problemet që ju mund të keni. Për të ditur përgjigjen, duhen bërë më shumë pyetje, për shembull:
+
+· Për çfarë rezultate jemi të interesuar? Rëndesi e madhe duhet t’i kushtohet etiketave. Shembull kemi, emailet që marrim çdo ditë e që shpesh janë spam. Në këtë rast etiketat mund të jenë spam dhe jo_spam, dhe kjo do të ndihmonte në filtrimin e emaileve. Për dikë që ka nje biznes dhe interesohet në atë se sa janë të lumtur klientët, etiketat mund të jenë klient_i_zemruar apo klient_i_kënaqur apo edhe etiketa tjera më neutrale.
+
+· Pastaj duhet menduar a kemi të dhëna të mjaftushme për të mbështetur këto etiketa. A mund të gjejmë të dhëna të etiketuara, apo a mund të etiketojmë këto të dhëna vetë.
+
+Disa Shembuj
+Deep learning harton të dhënat që i merr në hyrje deri në rezultatet, duke gjetur korrelacione. Njihet ndryshe edhe si “universal approximator” (përafrues universal), kjo sepse mund të mësojë të përafrojë një funksion të panjohur f(x) = y, midis një hyrje x dhe një dalje y duke supozuar që të dyja kanë njëfarë korrelacioni. Gjatë procesit të të mësuarit, rrjeti nervor mund ta përshtati këtë funksion, duke gjetur funksionin më të përshtatshem për transformimin më të mirë të mundshëm të x në y. Pra ky funksion lehtë mund të ndryshojë nga f(x) = 2x +3 në f(x)= 6x+0.2.
+
+Klasifikimi
+Në një artikull të mëhershëm kam diskutuar më shumë mbi Supervised dhe Unsupervised Learning (të mësuarit me mbikqyrje dhe pa mbikqyrje).
+Të gjitha operacionet e klasifikimit janë plotësisht të varura nga të dhënat e etiketuara. Kjo do të thotë se njeriu është burimi i parë dhe i vetëm i këtyre të dhënave të etiketuara; njeriu me njohurinë e tij siguron të dhena të etiketuara për këtë model. Kjo quhet ndryshe Supervised Learning (të mesuarit e mbikeqyrur). Klasifikimi mund të përdoret në:
+
+Detektimin e fytyrave, njohjen e njerëzve në imazhe (p.sh. shpesh Facebook na kërkon të verifikojmë nëse fytyrat në foto janë të personave përkates), pastaj, njohjen e emocioneve nga shprehjet e fytyrës
+Mund të identifikojë objekte në fotografi (shenja të komunikimit, këmbesorë në lëvizje etj.)
+Detekton zëra, identifikon folësit, mund të përkthejë nga zëri në tekst, mund të njohë emocione në zë
+Mund të dallojë apo klasifikojë emaile që janë spam (email mashtrues), mund të njohë emocione në tekst (p.sh. reagimet e klientëve)
+Grumbullimi
+Grumbullimi, apo në Anglisht “Clustering”, është detektimi i ngjashmërive mes të dhënave që posedojmë. Kjo metode nuk kërkon që të dhënat të kenë etiketa, prandaj dhe quhet Unsupervised Learning (të mesuarit pa mbikqyrje). Të dhëna e paetiketuara njanë shumica e të dhënave në botë. Parimi i “machine learning” është: sa më shumë të dhëna që algoritmi përdor gjatë fazës së trajnimit, aq më i saktë do të jetë. Prandaj grumbullimi ka potencial për të prodhuar një algoritëm më të saktë. Rastet ku grumbullimi përdoret më shumë janë:
+
+Kërkimi: krahasimi i dokumentave, fotografive, zërave apo të ngjashme
+Detektimi i anomalive: detektimi i sjelljeve të pazakonshme
+Elementet e rrjetave nervore kompjuterike
+Çdo rrjetë nervore kompjuterike është e përbërë prej disa shtresave. Këto shtresa janë të përbëra prej nyjeve (nodes). Nyjet janë pikërisht pikat ku zhvillohet përpunimi apo përllogaritja, që deri diku imitojnë neuronet në trurin e njeriut të cilat “ndizen” me stimulim të mjaftueshëm. Ato kombinojnë një bashkësi koeficientësh, peshash të cilat mund ta amplifikojnë apo dobësojnë hyrjen (inputin), duke përcaktuar kështu rëndësinë e hyrjeve në lidhje me detyrën që algoritmi përpiqet të mësojë; për shembull, cila hyrje është më e rëndësishme në klasifikimin e të dhënave me gabim më të vogël. Prodhimet e peshave me hyrjet mblidhen e pastaj shuma kalon nëpër të ashtuquajturat funksione aktivizimi (activation function) të nyjeve, për të përcaktuar nëse ky sinjal duhet të kalojë më tutje nëpër rrjet, në mënyrë që të ndikojë te dalja përfundimtare, për shembull gjatë klasifikimit. Nëse këto sinjale arrijnë të kalojnë nëpër këto nyje, mund të themi se neuroni është aktivizuar. Shikoni fotografinë e mëposhtme se si funksionon ky model.
+
+
+Procesi i vendosjes se peshave dhe funksioni aktivizimit
+Me x janë paraqitur hyrjet, me w peshat e hyrjeve që më tej kalojnë nëpër një shumëzues për të arritur tek funksioni aktivizimit, që në fund të gjenerojë një dalje.
+
+Një shtresë neuronesh është një rresht me ndërprerës që punojnë si neurone që ndizen e fiken për aq kohë sa rrjeta ushqehet me hyrje. Çdo dalje nga një shtresë është në të njëjtën kohë hyrje për shtresën tjetër, duke filluar nga shtresa fillestare ku rrjeti ushqehet me të dhëna.
+
+Për të përcaktuar domethënien apo rëndësinë që atributet e të dhënave në hyrje kanë, duhet çiftëzuar peshat e modelit me atributet në fjalë.
+
+Konceptet bazë të rrjetave nervore kompjuterike
+Rrjetet e të mesuarit të thellë (deep learning) dallohen nga rrjetet njështresore të fshehura nga thellësia e tyre; kjo thellësi përfaqëson numrin e shtresave me nyje nëpër të cilat të dhenat duhet të kalojnë deri sa rrjeti të arrijë të njohi një motiv.
+
+Versione më të hershme të këtyre rrjetave kanë qenë më të cekta, duke përmbajtur vetëm një shtresë në hyrje, një në dalje, dhe vetëm një në mes. Prandaj çdo rrjetë që posedon më shumë se tri shtresa (duke numëruar hyrjen e daljen) kualifikohet si “e thelle” (“deep”).
+
+Në këto rrjete, çdo shtresë e nyjeve trajnohet në atribute te ndryshme nga ajo se në çfarë është trajnuar shtresa para saj. Sa më shumë shtresa kalojnë, atributet që nyjet njohin janë më komplekse, kjo pasi që arrijnë të agregojnë dhe kombinojnë atribute nga shtresat e mëparshme. Ky proces njihet ndryshe si hierarki e atributeve, dhe eshte hierarki e rritjes së kompleksitetit edhe abstraksionit. Kjo i mundëson këtyre rrjetave të përballojnë një sasi shumë të madhe të të dhënave, me dimensione të larta me miliarda parametra që kalojnë nëpër funksione jolineare.
+
+Mbi të gjitha, këto rrjete janë të afta të zbulojnë struktura të fshehura edhe në të dhëna të paetiketuara e pa strukturë, e që janë shumica e të dhënave në botë. Një emër tjetër për këto lloje të të dhënave është burime të paperpunuara (raw data), për shembull: fotografitë, tekstet, videot dhe audio inçizimet. Prandaj, një nga problemet që “deep learning” mundohet të zgjidh është gjetja e një metode më të mirë për përpunim dhe grumbullim të të dhënave të papërpunuara, e të paetiketuara.
+
+Për shembull, “deep learning” mund të marrë një milion imazhe dhe t’i grumbullojë sipas ngjashmërive nëpër grupe. Si shembull keni telefonin tuaj të mençur që grumbullon fotografitë sipas personave apo kafshëve në foto. I njëjti parim vlen edhe me tekstet. Tekstet që kanë emocione apo fjalë të ngjashme do të grumbullohen nëpër grupe të veçanta. Kur të dhënat në hyrje jane seri kohore, të dhënat mund të mblidhen në dy grupe: normale (të shëndetshme), ose anomali (të rrezikshme). Nëse këto seri kohore gjenerohen nga një telefon i mençur, do të jepen më shumë njohuri mbi shëndetin e zakonet e përdoruesit; ka raste kur kjo ndihmon në parandalimin e katastrofave.
+
+Rrjetat “Deep Learning” janë të afta të ekstraktojnë atribute në mënyrë automatike, pa ndërhyrjen e njeriut, ndryshe nga disa metoda më tradicionale në “machine learning” të cilat kanë algoritma më fiks. Kjo ndikon në zvogëlimin e numrit të punetorëve nëpër kompani që deri më tani janë marrë me analizim të të dhënave.
+
+Gjatë trajnimit të të dhënave të paetiketuara, çdo shtresë nyjesh mëson atribute në mënyrë automatike, duke tentuar vazhdimisht të rindërtojë hyrjen që e marrin nga mostrat, dhe duke tentuar të zvoglojnë diferencën në mes të supozimeve të rrjetës dhe shpërndarjes së probabilitetit të të dhënave në hyrje. Në këtë proces, këto rrjete mësojnë të njohin korrelacione në mes të atributeve relevante dhe rezultateve optimale.
+
+Avantazhi i këtyre rrjeteve është se mund të përdorim një rrjetë të trajnuar në të dhëna të etiketuara, për të testuar një bashkësi tjetër të të dhënave të paetiketuara. Në këtë mënyrë, arrihet performancë më e lartë: sa më shumë të dhëna që kemi në fazën e trajnimit, aq më shumë shance për saktësi më të lartë ka modeli. Aftësia e deep learning për të përpunuar sasi shumë të mëdha të të dhënave të paetiketuara është një avantazh krahasuar me algoritmat e tjerë.
+
+
+
+## Çka është Machine Learning?
+
+
+Mësimi Automatik (Machine Learning) është një nga teknologjitë më të reja dhe më tërheqëse në fushën e Shkencave Kompjuterike. Ne çdo ditë përdorim algoritma të cilët bazohen te kjo teknologji. Çdo herë që ne bëmë një kërkim në Google, Bing apo në motorë të tjerë kërkimi habitemi nga shpejtësia dhe saktësia e rezultateve. Një nga arsyet është fakti se këta motorë përdorin algoritma të mësimit automatik të zhvilluar nga kompanitë e mëdha si Google e Microsoft. Keni pyetur ndonjëherë se pse dhe si kutia e mesazheve Junk/Spam është e mbushur me emaile që me të vërtetë janë jo të besueshme? Kjo gjithashtu është mundësuar nga këta algoritma.
+
+Esenca e mësimit automatik është fakti që këta algoritma të jenë duke mësuar gjatë gjithë kohës, e jo të mbesin në gjendjen fillestare. Këtu mund ta heqim një paralele me njeriun: ne mësojmë gjatë gjithë kohës, qoftë nga reagimet apo nga rezultatet që shohim.
+
+Arthur Lee Samuel ishte pioner në fushën e lojërave kompjuterike the inteligjences artificiale. Ai ka dhënë një përkufizim mbi “Machine Learning” duke e quajtur fushë studimi që i jep kompjuterit aftesine e të mësuarit pa qenë i programuar në mënyrë ekplicite. Pra, nuk është e nevojshme ta programoni makinën duke i treguar si të mësojë, makina do të gjejë cilsitë më të rëndësishme dhe do zgjedhë rrugën më të mirë të mësimit.
+
+Një përkufizim tjetër nga Tom Mitchell, është pak më i kuptueshëm. Ai jep këtë përkufizim “Një program kompjuterik është duke mësuar nga eksperienca E në një detyrë T matur me performancën P, vetëm nëse performanca P në detyrën T përmirsohet gjate eksperiencës E”.
+
+Mësimi Automatik tenton që duke i ushqyer kompjuterat me të dhëna dhe infromacione në formë të vëzhgimit dhe të bashkëveprimit me botën reale, t’i aftësoj këta kompjutera të mësojnë ashtu siç mëson njeriu, duke u përmirsuar përgjatë të mësuarit në mënyrë autonome.
+
+Terma nga Mësimi Automatik
+
+Disa terma që do të përdoren më poshtë janë:
+
+1. Bashkësia e të dhënave — është një koleksion i të dhënave të ndërlidhura i përbërë nga elemente të ndara por që nga algoritmat e mësimit automatik trajtohet si një njësi e vetme.
+
+2. Të dhënat trajnuese — Një pjesë (zakonisht pjesa më e madhe) e një bashkësie të dhënash që përdoret për të trajnuar kompjuterin për të mësuar diçka. Pra, pjesa e të dhënave që ja japim kompjuterit për ta trajnuar.
+
+3. Të dhënat testuese — Një përqindje më e vogel e të dhënave, që përdoret për të testuar algoritmat dhe aftësine e tyre për të mësuar nga të dhënat trajnuese
+
+Shembull: Në lëndën e matematikës, profesori i lëndës ka një libër me probleme të zgjidhura. Bashkë me profesorin e lëndës kemi zgjidhur 80% të problemeve, mirëpo ai nuk na ka dhënë 20% të problemeve duke thënë se pjesa tjetër e problemeve do të jetë në provim. Profesori përdor këtë 20% të problemeve që ne nuk i kemi parë më parë për të testuar se çfarë kemi mësuar nga 80% të problemeve që kemi parë.
+
+Ne edhe pse nuk i kemi parë këto 20 % të problemeve do të jemi të aftë t’i zgjidhim ato në bazë te problemeve që kemi parë apo zgjidhur më parë.
+
+Profesori në këtë rast është programuesi i algoritmit, libri me probleme të zgjidhura të matematikës është bashkësia e të dhënave, 80 % e problemeve të zgjidhura që profesori i jep studentëve janë të dhënat trajnuese ndërsa 20 % e problemeve që i shohim në provim janë të dhënat testuese. Aftësia jonë për të zgjidhur këto probleme (rezultati nga provimi) mund të krahasohet më saktësinë e të mësuarit (learning accuracy).
+
+Llojet e Algoritmave të Mësimit Automatik
+Dallohen disa tipe kryesore të algoritmave të mësimit automatik: Mësimi i Mbikëqyrur (Supervised Lerning), Mësimi i Pambikëqyrur (Unsupervised Learning), Mësimi i Gjysmë-mbykqyrur (Semi Supervised Learning) dhe Mësimi i Përforcuar (Reinfocment Learning).
+
+1. Mësimi i Mbikëqyrur — Këta algoritma aplikohen në të dhëna të reja për të parashikuar ngjarje të së ardhmes duke u bazuar në çka është mësuar më parë duke përdorur etiketat (labels). Duke filluar nga analizat e një bashkësie të dhënash trajnimi, algoritmi prodhon një funksion për të bërë parashikime për rezultatet dalëse. Ky system është i aftë që pas trajnimit të mjaftueshëm të parashikojë kategorinë apo etiketën për çfarëdo të dhënë hyrëse (input data). Nuk përfundon me kaq. Algoritmi, duke parë gabimet që mund të ketë bërë më herët në parashikime krahason këto parashikime me të vërtetën (ground truth), dhe ndryshon modelin në bazë të këtyre mospërputhjeve.
+
+2. Mësimi i Pambikëqyrur — këta algoritma përdoren kur të dhënat trajnuese që ne kemi në dispozicion nuk janë as të klasifikuara e as të etiketuara (labelled). Ky model studion se si një sistem mund të nxjerrë një funksion që të përshkruaj një strukturë të fshehur nga të dhëna të paetiketuara (unlabelled data).
+
+3. Mësimi i Gjysmë-mbykqyrur — këta algoritma janë diku në mes të të parëve dhe të dytëve, pasi përdorin si të dhëna të etiketuara edhe të paetiketuara për të trajnuar modelin. Zakonisht pjesa më e madhe e të dhënave jane te paetiketuara. Këto algoritme janë të afta të përmirsojnë dukshem saktësisne e të mësuarit.
+
+4. Mësimi i Përforcuar — është një metodë e të mësuarit që bashkëvepron me mjedisin duke prodhuar aksione dhe zbulon gabime dhe shpërblime gjatë këtyre bashkëveprimeve. Kërkimi për gabime (errors) dhe shpërblime të vonshme (delayed rewards) janë karakteristikat më të rëndësishme të mësimit të përforcuar. Kjo metodë lejon makinat dhe agjentët softuerikë të përcaktojnë automatikisht sjelljen ideale brenda një konteksti specifik në mënyrë që të maksimizohet performanca e tij. Një shpërblim është i nevojshëm për agjentin të mësojë se cili aksioni është më i miri. Ky reagim quhet sinjali i përforcimit (reinforcement signal).
+
+
+## Machine Learning me Python
+
+[Please read it on Medium](https://medium.com/@e.shatri1/machine-learning-me-python-1e3006e17381)
+
+
+## Si funksionon Computer Vision?
+
+Menyra se si njerzit shohin sa eshte komplekse aq eshte edhe mahnitese. Gjithcka filloi milarda vjet me pare, kur disa organizma mikroskopik filluan te zhvillojne disa mutacione qe i ben te ndjeshme ndaj drites. Ne ditet e sotme ekzistojne me qindra mijera organizma qe kane sistem te ngjashem te te parit. Ata kane sy per te kapur driten, pranues (akceptore) ne tru per ta qasur ate drite dhe korteksin vizuel per te procesuar ate. Kjo na mundeson ne te bejme edhe gjerat me te thjeshta sic mund te jete shikimi i perendimit te diellit.
+
+Ne tri dekadat e fundit, shkenctaret filluan nje studim per te zgjeruar kete aftesi tonen, por jo tek vete njeriu por edhe ne kompjutere (makina) poashtu. Kamera e pare u shpik ne vitin 1816, ku nje kuti e vogel mban nje cope leter e ngjyer ne klorid te argjende klorid (silver chloride). Kur shkrepesi (shutter) ishte i hapur, letra do te eeresohej aty ku ishte e ekzposuar drita. Tani 200 vjet me vone, me nje teknologji shume me te avancuar mund te kapim keto fotografi ne forme digjital ne po te njejten kohe te shprepjes. Kjo do te thote se keto aparate jane te gatshme te imitojne se si njerzit kapim driten the ngjyren. Por, sic duket kjo ishte pjesa me e lehte. Sfida e radhes eshte per keto makina te kuptojne se cfare ka ne keto fotografi.
+
+
+Ne mund te mos e kemi pare kurre me pare kete fotografi te kesaj lule, mirepo truri yne ne baze te fotografive, apo pamjeve qe kemi pare me pare mund ta klasifikoj si lule, nje avantazh tjeter eshte se truri yne ka miliona vjet evulucion qe dergon deri tek prefeksionimi i klasifikimit te objektit ne fotografi si lule. Por kompjuteri nuk e ka kete avantazh, nje kompjuter mund ta shoh kete fotografi si ne foton e meposhte.
+
+Pra makina e sheh si nje vektor te vlerave integjere qe prezantojne intenzitet e ngjyre nga spektrumi. Nese nje njeri lexon kete nuk do te kishte kuptim, eshte vetem nje grup i te dhenave pa kontekst. Por, sic duket konteksti eshte thelbi ne menyre qe algoritmet te jene ne gjendje te kuptojne permbajtjen e imazhit ne menyre te njejte si trusri i njeriut. Per te mundesuar kete ne perdorim nje algoritem qe eshte mjaft i ngjashem me ate qe truri i njeriut perdore per te njejtin operacion, duke perdorur machine learning (lexoni arikullin tim te pare per nje pershkrim te machine learning). Machine learning na lejon ne qe te trajnojnme (train) efektivisht kontekstin per nje set te te dhenave (data set), ashtu qe algoritmi mund te kuptoje se cfare gjithe keta integjer ne nje organizim specifik prezantojne, ne rastin tone nje lule.
+
+Tani le te mendojme, cfare nese kopjuterit i prezantojme fotografi qe njeriu ka veshtiresi te dalloje objektin. A eshte e mundur qe machine learning te arrije rezultate me te mira. Besoj se shumica e keni pare kete fotografi ne internet, dhe jeni munduar te dalloni se cili eshte qeni e cila eshte shtupë dyshemesh.
+
+
+Me modelin e machine learning mund te marrim qindra fotografi te qeneve perkates dhe shtupave te dyshemes, dhe per aq kohe sa ne e ushqejme me te dhena te mjaftueshme, modeli evetualisht do te jete ne gjendje te tregoje dallimin ne mes te ketyre dy objeketeve.
+
+
+Vizioni kompjuterik vazhdimisht merr sfida komplekse, dhe po tenton qe saktesia e ketyre algoritmeve te jete e njejte me ate te njeriut. Por, ashtu si njeriu keto modele nuk jane prefekte, ato po ashtu bejne gabime.
+
+### CNN
+Nje tip specifik i Neural Networks (NN, shqip: rrjeti nervor) qe mund te arrije saktesi mjaft te mire eshte Convolutional Neural Networks (CNN). CNN fillimisht e copton kete fotografi ne grupe me te vogla te pikseleve qe quhen filter. Cdo filter eshte nje matrice e pikselave, dhe rrjeti (network) ben nje seri kalkulimesh ne keto piksele duke i krahasuar ato kundrejt nje patterni (shqip: model) specifik qe rrjeti po kerkon. Ky rrjet permban nje numer te caktuar te shtresave. Ne shtresen e pare, CNN eshte ne gjendje te detektoje paterne te nivelit me te larte, sic jane skajet e ashpera (rough edges) dhe lakoret. Kur rrjeti performon me shume konvulucione, CNN mund te identifikoje objekte specifike sic jane fetyrat dhe kafshet.
+
+Pyetja eshte, si e di CNN cfare duhet kerkuar ne imazh dhe sa i sakte eshte saktesia e parashikimit (prediction accuracy). Kjo behet e mundshme duke pasur nje sasi te mjaftueshme te te dhenave me etiketa (labels) per fazen e trajnimit. Kur CNN fillon punen, te gjitha vlerat e filterave jane te caktuar ne menyre te rastesishme. Si rezultat, parashikimet iniciale nuk kane shume kuptim. Sa here qe CNN ben nje parashikim kundrejt te dhenave te etiketuara (labeled data), e shfrytezon nje funksion te gabimit (error function) per te krahasuar sa afer ishte parashikimi me etiketen e vertete te te dhenave. Bazuar ne kete gabim CNN do te perditesoj vlerat e filtrave dhe perserit kete proces prape. Idealisht pas cdo perseritje CNN do te performoj me mire, dhe saktesia e parashikimit do te permirsohet.
+
+Tani le te shikojme si do te ishte ky proces nese ne vend te nje fotografie te vetme analizojme nje video me machine learning. Ne parim, nje video eshte vetem nje seri e fotografive. Per te analizuar nje video ne mund te ndertojme nje CNN per te analizuar fotografi. Ne fotografi te palevizshme, ne mund ta perdorim CNN per te identifikuar karakteristika (features). Por kur kalojme ne video, kjo do te jete me e veshtire, meqenese objektet qe duam t’i identifikojme jane ne levizje dhe ndryshojne me kalimin e kohes. Ose, do te kete kontekst ne mes te dy fotografive te njepasnjeshme ne nje video qe eshte shume me rendesi per etiketim. Marrim shembull, nese shohim nje fotografi te nje kutie me libra, ne nuk jemi te sigurt nese duhet t’a etiketojme si “duke paketuar” apo “duke shpaketuar”, per te ditur kete duhet te shohim fotografite para ose pas kesaj fotografie.
+
+
+Pikerisht ky eshte problemi ku CNN ka veshtiresi. CNN mund te merr parasysh vetem karakteristika hapesinore, te dhenat vizuele ne nje fotografi, por nuk muun te perballoje karakteristike kohe, pra si eshte e lidhur fotografia e tashme me ate te meparshme. Per te adresuar kete problem, ne duhet marre daljen (output) nga CNN dhe t’a ushqejme me te nje model tjeter qe mund te perballoje natyren temporale te viedos.
+
+### RNN
+
+Ky tip i modeleve quhet Recurrent Neural Network (RNN, shqip: rrjet nervor i perseritur). Perderisa CNN i trajton grupet e pikseleve pavaresisht nga grupet tjera, RNN mund ta mbaje informacionin mbi ate se cka eshte procesuar tashme dhe e perdor ate informacion ne marrjen e vendimeve. RNN mund te perballoje shume tipe te te dhenave ne hyrje dhe dalje. Ne rastin tone, kemi nje video te paketimit te nje kutie, RNN merr nje sekuence te fotografive te etiketuar si me poshte, kuti e zbrazur, kuti e hapur dhe ne fund kuti e mbyllur, bazuar ne te tri keto etiketa mund t’a etiketoj kete video si “duke paketuar nje kuti”.
+
+
+Njejte si CNN, edhe RNN perdor nje funksion te humbjes ose gabimit per te krahasuar parashikimin ne dalje me etiketen e vertete. Me pastaj i rregullon dhe pershtat peshat dhe e ri-proceson kete sekuence te fotografive, deri sa te arrij saktesi me te mire parashikimi.
+
+Sfida e ketyre qasjeve ndaj fotografise dhe videos per te imituar vizonin e njeriut mbetet kerkesa e nje sasie shume e madhe e te dhenave.
+
+
+
+
+
+[back](./)
diff --git a/index.md b/index.md
index 65932f94eb..69b96ea6ff 100644
--- a/index.md
+++ b/index.md
@@ -33,7 +33,7 @@ layout: default
 ## Podcast
 * [Womanthology podcast episode 23: Women in Robotics and Artificial Intelligence](https://www.womanthology.co.uk/womanthology-podcast-episode-23-women-in-robotics-and-artificial-intelligence-with-special-guests-elona-shatri-artificial-intelligence-and-music-phd-researcher-and-ines-santos/)
 
-## Blogposts
+## [Blogposts](./blogposts.md)
 
 *   [Favourites at ISMIR 2021](./2021-11-16-ismir-2021.md)
 *   [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)

From 193f3056a68f3aa2e66cadfed5c3f3ba2363930e Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.broadband>
Date: Wed, 27 Nov 2024 13:52:38 +0000
Subject: [PATCH 58/63] adding more sites

---
 .github/workflows/ci 2.yaml |  2 +-
 .github/workflows/ci.yaml   |  2 +-
 Research on Ethics.md       | 33 +++++++++++++++++++++++++++++++++
 Teaching.md                 | 33 +++++++++++++++++++++++++++++++++
 index.md                    | 18 ------------------
 5 files changed, 68 insertions(+), 20 deletions(-)
 create mode 100644 Research on Ethics.md
 create mode 100644 Teaching.md

diff --git a/.github/workflows/ci 2.yaml b/.github/workflows/ci 2.yaml
index 1ad1bf8f39..e884bcefcc 100644
--- a/.github/workflows/ci 2.yaml	
+++ b/.github/workflows/ci 2.yaml	
@@ -10,7 +10,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: ruby/setup-ruby@v1
         with:
-          ruby-version: 2.7.8
+          ruby-version: 2.6.10
           bundler-cache: true
       - name: build
         run: script/bootstrap
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index aaba51e06e..a4664ff456 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -9,7 +9,7 @@ jobs:
       - name: Set up Ruby
         uses: ruby/setup-ruby@v1
         with:
-          ruby-version: '2.7.8' # Or another version that suits your project
+          ruby-version: '2.6.10' # Or another version that suits your project
       
       # Optional: Include this step if your project requires Node.js
       - name: Set up Node.js
diff --git a/Research on Ethics.md b/Research on Ethics.md
new file mode 100644
index 0000000000..59e1f5802f
--- /dev/null
+++ b/Research on Ethics.md	
@@ -0,0 +1,33 @@
+---
+layout: post-default
+---
+
+
+<!-- ---
+layout: post-default
+title: Favourites at ISMIR2021 
+date: 2021-11-16 10:03
+category: conference
+author: Elona Shatri
+tags: [ismir2021, papers, workshops]
+summary: This blogpost will be on my favourite papers, workshops, tutorials, talks on ISMIR2021. 
+--- -->
+
+### Data Mining (Postgraduate) 2023-2024 - Teaching Fellow
+Lecture and lab delivery, student support, marking, exam setting, admin and training/supervising new demonstrators.
+
+### Profesional and Research Practices 2022-2023 - Teaching Assistant
+Lab delivery, student support, marking, general admin and training/supervising new demonstrators.
+
+### Machine Learning (Postgrad) 2021-2022 - TA
+Delivering labs, student support, marking assignments and exams.
+
+### Machine Learning for Visual Data (Postgrad) 2021-2022 - TA
+Delivering labs, student support, marking assignments and exams.
+
+### Research Methods and Responsible Innovation (Postgrad) 2020-2022 - TA
+
+Designing and delivering labs and workshops on quantitative and qualitative statistics with R.
+
+### Data Mining (Undergrad and Postgrad) 2020-2022 - TA
+Delivering labs, student support, marking assignments and exams.
diff --git a/Teaching.md b/Teaching.md
new file mode 100644
index 0000000000..59e1f5802f
--- /dev/null
+++ b/Teaching.md
@@ -0,0 +1,33 @@
+---
+layout: post-default
+---
+
+
+<!-- ---
+layout: post-default
+title: Favourites at ISMIR2021 
+date: 2021-11-16 10:03
+category: conference
+author: Elona Shatri
+tags: [ismir2021, papers, workshops]
+summary: This blogpost will be on my favourite papers, workshops, tutorials, talks on ISMIR2021. 
+--- -->
+
+### Data Mining (Postgraduate) 2023-2024 - Teaching Fellow
+Lecture and lab delivery, student support, marking, exam setting, admin and training/supervising new demonstrators.
+
+### Profesional and Research Practices 2022-2023 - Teaching Assistant
+Lab delivery, student support, marking, general admin and training/supervising new demonstrators.
+
+### Machine Learning (Postgrad) 2021-2022 - TA
+Delivering labs, student support, marking assignments and exams.
+
+### Machine Learning for Visual Data (Postgrad) 2021-2022 - TA
+Delivering labs, student support, marking assignments and exams.
+
+### Research Methods and Responsible Innovation (Postgrad) 2020-2022 - TA
+
+Designing and delivering labs and workshops on quantitative and qualitative statistics with R.
+
+### Data Mining (Undergrad and Postgrad) 2020-2022 - TA
+Delivering labs, student support, marking assignments and exams.
diff --git a/index.md b/index.md
index 69b96ea6ff..5103b5e2c1 100644
--- a/index.md
+++ b/index.md
@@ -83,24 +83,6 @@ Documentation is also availabe in the same repository of the data release.
 
 ## Teaching
 
-### Data Mining (Postgraduate) 2023-2024 - Teaching Fellow
-Lecture and lab delivery, student support, marking, exam setting, admin and training/supervising new demonstrators.
-
-### Profesional and Research Practices 2022-2023 - Teaching Assistant
-Lab delivery, student support, marking, general admin and training/supervising new demonstrators.
-
-### Machine Learning (Postgrad) 2021-2022 - TA
-Delivering labs, student support, marking assignments and exams.
-
-### Machine Learning for Visual Data (Postgrad) 2021-2022 - TA
-Delivering labs, student support, marking assignments and exams.
-
-### Research Methods and Responsible Innovation (Postgrad) 2020-2022 - TA
-
-Designing and delivering labs and workshops on quantitative and qualitative statistics with R.
-
-### Data Mining (Undergrad and Postgrad) 2020-2022 - TA
-Delivering labs, student support, marking assignments and exams.
 
 
 

From 9877366ad111658d7fcb0360a7eeb2d488129b85 Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.bbrouter>
Date: Mon, 9 Dec 2024 12:31:23 +0000
Subject: [PATCH 59/63] new website

---
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 new_website/NN-shqip.html                     |  71 ++++++++++
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 new_website/aim-cirmmt-visit.html             |  81 +++++++++++
 new_website/assets/.DS_Store                  | Bin 0 -> 6148 bytes
 new_website/assets/css/styles.css             | 127 +++++++++++++++++
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 new_website/assets/images/headshot_elona.jpeg | Bin 0 -> 663228 bytes
 new_website/blogposts.html                    |  55 ++++++++
 new_website/contact.html                      |  41 ++++++
 new_website/icaspp2020-review.html            |  77 +++++++++++
 new_website/index.html                        | 129 ++++++++++++++++++
 new_website/omr-challenges.html               |  92 +++++++++++++
 new_website/optical-music-recognition.html    |  97 +++++++++++++
 new_website/projects.html                     |  46 +++++++
 new_website/research.html                     |  67 +++++++++
 new_website/review-on-GANs.html               | 119 ++++++++++++++++
 new_website/teaching.html                     |  84 ++++++++++++
 new_website/uk-qatar.html                     |  42 ++++++
 new_website/visum-2020.html                   |  77 +++++++++++
 new_website/worms-2021.html                   |  87 ++++++++++++
 new_website/worms-2022.html                   |  91 ++++++++++++
 new_website/worms-2023.html                   |  65 +++++++++
 new_website/worms-2024.html                   |  69 ++++++++++
 26 files changed, 1725 insertions(+)
 create mode 100644 new_website/.DS_Store
 create mode 100644 new_website/CV-shqip.html
 create mode 100644 new_website/ML-shqip.html
 create mode 100644 new_website/NN-shqip.html
 create mode 100644 new_website/about.html
 create mode 100644 new_website/aim-cirmmt-visit.html
 create mode 100644 new_website/assets/.DS_Store
 create mode 100644 new_website/assets/css/styles.css
 create mode 100644 new_website/assets/images/Screenshot 2024-10-29 at 15.03.17.png
 create mode 100644 new_website/assets/images/headshot_elona.jpeg
 create mode 100644 new_website/blogposts.html
 create mode 100644 new_website/contact.html
 create mode 100644 new_website/icaspp2020-review.html
 create mode 100644 new_website/index.html
 create mode 100644 new_website/omr-challenges.html
 create mode 100644 new_website/optical-music-recognition.html
 create mode 100644 new_website/projects.html
 create mode 100644 new_website/research.html
 create mode 100644 new_website/review-on-GANs.html
 create mode 100644 new_website/teaching.html
 create mode 100644 new_website/uk-qatar.html
 create mode 100644 new_website/visum-2020.html
 create mode 100644 new_website/worms-2021.html
 create mode 100644 new_website/worms-2022.html
 create mode 100644 new_website/worms-2023.html
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diff --git a/new_website/CV-shqip.html b/new_website/CV-shqip.html
new file mode 100644
index 0000000000..01024a6e6a
--- /dev/null
+++ b/new_website/CV-shqip.html
@@ -0,0 +1,49 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Si funksionon Computer Vision? - Blogpost</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Si funksionon Computer Vision?</h2>
+            <article>
+                <p>Menyra se si njerzit shohin sa eshte komplekse aq eshte edhe mahnitese. Gjithcka filloi milarda vjet me pare, kur disa organizma mikroskopik filluan te zhvillojne disa mutacione qe i ben te ndjeshme ndaj drites. Ne ditet e sotme ekzistojne me qindra mijera organizma qe kane sistem te ngjashem te te parit. Ata kane sy per te kapur driten, pranues (akceptore) ne tru per ta qasur ate drite dhe korteksin vizuel per te procesuar ate. Kjo na mundeson ne te bejme edhe gjerat me te thjeshta sic mund te jete shikimi i perendimit te diellit.</p>
+
+                <p>Ne tri dekadat e fundit, shkenctaret filluan nje studim per te zgjeruar kete aftesi tonen, por jo tek vete njeriu por edhe ne kompjutere (makina) poashtu. Kamera e pare u shpik ne vitin 1816, ku nje kuti e vogel mban nje cope leter e ngjyer ne klorid te argjende klorid (silver chloride). Kur shkrepesi (shutter) ishte i hapur, letra do te eeresohej aty ku ishte e ekzposuar drita. Tani 200 vjet me vone, me nje teknologji shume me te avancuar mund te kapim keto fotografi ne forme digjital ne po te njejten kohe te shprepjes. Kjo do te thote se keto aparate jane te gatshme te imitojne se si njerzit kapim driten the ngjyren. Por, sic duket kjo ishte pjesa me e lehte. Sfida e radhes eshte per keto makina te kuptojne se cfare ka ne keto fotografi.</p>
+
+                <h3>CNN</h3>
+                <p>Nje tip specifik i Neural Networks (NN, shqip: rrjeti nervor) qe mund te arrije saktesi mjaft te mire eshte Convolutional Neural Networks (CNN). CNN fillimisht e copton kete fotografi ne grupe me te vogla te pikseleve qe quhen filter. Cdo filter eshte nje matrice e pikselave, dhe rrjeti (network) ben nje seri kalkulimesh ne keto piksele duke i krahasuar ato kundrejt nje patterni (shqip: model) specifik qe rrjeti po kerkon.</p>
+
+                <p>Kur CNN fillon punen, te gjitha vlerat e filterave jane te caktuar ne menyre te rastesishme. Si rezultat, parashikimet iniciale nuk kane shume kuptim. Sa here qe CNN ben nje parashikim kundrejt te dhenave te etiketuara (labeled data), e shfrytezon nje funksion te gabimit (error function) per te krahasuar sa afer ishte parashikimi me etiketen e vertete te te dhenave.</p>
+
+                <h3>RNN</h3>
+                <p>Ky tip i modeleve quhet Recurrent Neural Network (RNN, shqip: rrjet nervor i perseritur). Perderisa CNN i trajton grupet e pikseleve pavaresisht nga grupet tjera, RNN mund ta mbaje informacionin mbi ate se cka eshte procesuar tashme dhe e perdor ate informacion ne marrjen e vendimeve.</p>
+
+                <p>Ne rastin tone, kemi nje video te paketimit te nje kutie, RNN merr nje sekuence te fotografive te etiketuar si me poshte, kuti e zbrazur, kuti e hapur dhe ne fund kuti e mbyllur, bazuar ne te tri keto etiketa mund t’a etiketoj kete video si “duke paketuar nje kuti”.</p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/ML-shqip.html b/new_website/ML-shqip.html
new file mode 100644
index 0000000000..42285f50e7
--- /dev/null
+++ b/new_website/ML-shqip.html
@@ -0,0 +1,58 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Çka është Machine Learning? - Blogpost</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Çka është Machine Learning?</h2>
+            <article>
+                <p>Mësimi Automatik (Machine Learning) është një nga teknologjitë më të reja dhe më tërheqëse në fushën e Shkencave Kompjuterike. Ne çdo ditë përdorim algoritma të cilët bazohen te kjo teknologji. Çdo herë që ne bëmë një kërkim në Google, Bing apo në motorë të tjerë kërkimi habitemi nga shpejtësia dhe saktësia e rezultateve. Një nga arsyet është fakti se këta motorë përdorin algoritma të mësimit automatik të zhvilluar nga kompanitë e mëdha si Google e Microsoft.</p>
+                <p>Esenca e mësimit automatik është fakti që këta algoritma të jenë duke mësuar gjatë gjithë kohës, e jo të mbesin në gjendjen fillestare. Këtu mund ta heqim një paralele me njeriun: ne mësojmë gjatë gjithë kohës, qoftë nga reagimet apo nga rezultatet që shohim.</p>
+                <p>Arthur Lee Samuel ishte pioner në fushën e lojërave kompjuterike dhe inteligjencës artificiale. Ai ka dhënë një përkufizim mbi “Machine Learning” duke e quajtur fushë studimi që i jep kompjuterit aftësinë e të mësuarit pa qenë i programuar në mënyrë ekplicite.</p>
+                <p>Një përkufizim tjetër nga Tom Mitchell është pak më i kuptueshëm. Ai jep këtë përkufizim: “Një program kompjuterik është duke mësuar nga eksperienca E në një detyrë T matur me performancën P, vetëm nëse performanca P në detyrën T përmirsohet gjate eksperiencës E.”</p>
+
+                <h3>Terma nga Mësimi Automatik</h3>
+                <p>Disa terma që do të përdoren më poshtë janë:</p>
+                <ul>
+                    <li><strong>Bashkësia e të dhënave:</strong> Një koleksion i të dhënave të ndërlidhura i përbërë nga elemente të ndara por që nga algoritmat e mësimit automatik trajtohet si një njësi e vetme.</li>
+                    <li><strong>Të dhënat trajnuese:</strong> Një pjesë e një bashkësie të dhënash që përdoret për të trajnuar kompjuterin për të mësuar diçka.</li>
+                    <li><strong>Të dhënat testuese:</strong> Një përqindje më e vogël e të dhënave që përdoret për të testuar algoritmat dhe aftësinë e tyre për të mësuar nga të dhënat trajnuese.</li>
+                </ul>
+                <p><em>Shembull:</em> Në lëndën e matematikës, profesori i lëndës ka një libër me probleme të zgjidhura. Bashkë me profesorin e lëndës kemi zgjidhur 80% të problemeve, mirëpo ai nuk na ka dhënë 20% të problemeve duke thënë se pjesa tjetër e problemeve do të jetë në provim. Profesori përdor këtë 20% të problemeve që ne nuk i kemi parë më parë për të testuar se çfarë kemi mësuar nga 80% të problemeve që kemi parë.</p>
+
+                <h3>Llojet e Algoritmave të Mësimit Automatik</h3>
+                <p>Dallohen disa tipe kryesore të algoritmave të mësimit automatik:</p>
+                <ol>
+                    <li><strong>Mësimi i Mbikëqyrur:</strong> Aplikohen në të dhëna të reja për të parashikuar ngjarje të së ardhmes duke përdorur etiketat (labels).</li>
+                    <li><strong>Mësimi i Pambikëqyrur:</strong> Përdoren kur të dhënat trajnuese nuk janë të klasifikuara apo etiketuara (unlabelled data).</li>
+                    <li><strong>Mësimi i Gjysmë-mbykqyrur:</strong> Kombinon të dhëna të etiketuara dhe të paetiketuara për të trajnuar modelin.</li>
+                    <li><strong>Mësimi i Përforcuar:</strong> Një metodë që bashkëvepron me mjedisin duke prodhuar aksione dhe zbulon gabime dhe shpërblime gjatë këtyre bashkëveprimeve.</li>
+                </ol>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/NN-shqip.html b/new_website/NN-shqip.html
new file mode 100644
index 0000000000..9969cdaefd
--- /dev/null
+++ b/new_website/NN-shqip.html
@@ -0,0 +1,71 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Çfarë janë Rrjetat Nervore Kompjuterike? - Blogpost</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Çfarë janë Rrjetat Nervore Kompjuterike?</h2>
+            <article>
+                <h3>Përmbajtja:</h3>
+                <ul>
+                    <li>Përkufizimi i rrjetave nervore kompjuterike</li>
+                    <li>Shembuj</li>
+                    <li>Elementet e rrjetave nervore kompjuterike</li>
+                    <li>Konceptet bazë të rrjetave nervore të thella</li>
+                </ul>
+
+                <h3>Pëkufizimi i rrjetave nervore kompjuterike</h3>
+                <p>Rrjetat nervore kompjuterike (Neural Networks) janë një bashkësi e algoritmeve përllogaritës, të modeluar sipas trurit të njeriut, e të projektuar që të njohin motive apo rregullsi. Çfarëdo qofshin të dhënat në hyrje: fotografi, tekst, seri kohore, këto rrjeta së pari i përkthejnë këto të dhëna në të dhëna numerike, që më pas vendosen nëpër vektorë, e në fund gjendet motivi.</p>
+
+                <h3>Shembuj</h3>
+                <p>Deep learning harton të dhënat që i merr në hyrje deri në rezultatet, duke gjetur korrelacione. Njihet ndryshe edhe si “universal approximator” (përafrues universal), kjo sepse mund të mësojë të përafrojë një funksion të panjohur f(x) = y, midis një hyrje x dhe një dalje y duke supozuar që të dyja kanë njëfarë korrelacioni.</p>
+
+                <h4>Klasifikimi</h4>
+                <p>Të gjitha operacionet e klasifikimit janë plotësisht të varura nga të dhënat e etiketuara. Klasifikimi mund të përdoret në:</p>
+                <ul>
+                    <li>Detektimin e fytyrave, njohjen e njerëzve në imazhe.</li>
+                    <li>Mund të identifikojë objekte në fotografi.</li>
+                    <li>Detekton zëra, identifikon folësit, mund të përkthejë nga zëri në tekst.</li>
+                </ul>
+
+                <h4>Grumbullimi</h4>
+                <p>Grumbullimi, apo në Anglisht “Clustering”, është detektimi i ngjashmërive mes të dhënave që posedojmë. Kjo metode nuk kërkon që të dhënat të kenë etiketa. Rastet ku grumbullimi përdoret më shumë janë:</p>
+                <ul>
+                    <li>Kërkimi: krahasimi i dokumentave, fotografive, zërave.</li>
+                    <li>Detektimi i anomalive: detektimi i sjelljeve të pazakonshme.</li>
+                </ul>
+
+                <h3>Elementet e rrjetave nervore kompjuterike</h3>
+                <p>Çdo rrjetë nervore kompjuterike është e përbërë prej disa shtresave. Këto shtresa janë të përbëra prej nyjeve (nodes). Nyjet janë pikërisht pikat ku zhvillohet përpunimi apo përllogaritja, që deri diku imitojnë neuronet në trurin e njeriut.</p>
+
+                <h3>Konceptet bazë të rrjetave nervore kompjuterike</h3>
+                <p>Rrjetet e të mësuarit të thellë (deep learning) dallohen nga rrjetet njështresore të fshehura nga thellësia e tyre; kjo thellësi përfaqëson numrin e shtresave me nyje nëpër të cilat të dhënat duhet të kalojnë deri sa rrjeti të arrijë të njohi një motiv.</p>
+                <p>Rrjetat “Deep Learning” janë të afta të zbulojnë struktura të fshehura edhe në të dhëna të paetiketuara e pa strukturë, e që janë shumica e të dhënave në botë.</p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/about.html b/new_website/about.html
new file mode 100644
index 0000000000..f8981e6186
--- /dev/null
+++ b/new_website/about.html
@@ -0,0 +1,101 @@
+
+
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>AIM & CIRMMT Virtual Visit</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+
+
+        <main>
+            <section id="about">
+                <h2>About</h2>
+                <p>
+                    I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of the Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
+                    
+                    My research interests include Optical Music Recognition as well as other MIR-related subfields. My goal is to have computers read sheet music computationally. I started working on this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH, with whom we collaborate closely. 
+                    
+                    I am also the founder and a steering committee member of the <a href="https://www.qmul.ac.uk/ai-and-ethics/" target="_blank">QMUL AI and Ethics Research Group</a>. This group critically examines the ethical dimensions of AI, with a focus on ensuring responsible and inclusive AI applications. The group organizes interdisciplinary seminars, collaborative workshops, and research projects that explore topics such as fairness, accountability, transparency, and the societal implications of AI technologies.
+                </p>
+            </section>
+
+            <section id="education">
+                <h2>Education</h2>
+                <ul>
+                    <li>
+                        <strong>Queen Mary University of London, London — PhD in Artificial Intelligence and Music</strong>
+                        <p><em>September 2019 - Present</em></p>
+                        <p>Key Modules: Advanced Research Methods, Machine Learning, Software Development, Music Informatics, Computer Vision, Deep Learning for Computer Vision, Sound Recording and Production Techniques.</p>
+                        <p>PhD Project: Deep Learning for Optical Music Recognition (OMR) - Working on improving object detection for OMR using R-CNNs, end-to-end OMR with vision transformers and RNNs.</p>
+                    </li>
+                    <li>
+                        <strong>National Tsing Hua University, Hsinchu, Taiwan — MSc in Information Systems and Applications</strong>
+                        <p><em>September 2017 - August 2019</em></p>
+                        <p>Key Modules: Advanced Database, Service Oriented Architecture, Human-Computer Interaction, Data Mining, Machine Learning, Computer Vision.</p>
+                        <p>MSc Project: Fake News Detection Using Word Patterns as Graph Neural Network Inputs.</p>
+                    </li>
+                    <li>
+                        <strong>University of Prishtina, Prishtina, Kosovo — BSc in Telecommunications, Electrical and Computer Engineering</strong>
+                        <p><em>September 2013 - June 2017</em></p>
+                        <p>Key Modules: Signal Processing, Signals and Systems, Mathematics, Physics, Information Theory.</p>
+                        <p>BSc Project: A study on OLED technology and its advantages.</p>
+                    </li>
+                </ul>
+            </section>
+
+            <section id="activities">
+                <h2>Other Activities</h2>
+                <ul>
+                    <li>
+                        <strong>Founder and Co-Chair at the AI, Ethics and Society Group at QMUL -</strong>
+                        <span>Started this initiative a few months ago, now it has around 70 academics from all QMUL schools bringing together their expertise and discussing ethical AI among other topics.</span>
+                    </li>
+                    <li>
+                        <strong>Student Ambassador at QMUL -</strong>
+                        <span>Delivering talks on ML, AI & Creativity in high schools, sharing experiences and opportunities for women in EECS.</span>
+                    </li>
+                    <li>
+                        <strong>Member of the Equality, Inclusion, and Diversity Team at EECS QMUL -</strong>
+                        <span>Conducting interviews, web and social media maintenance.</span>
+                    </li>
+                    <li>
+                        <strong>Medium Contributor -</strong>
+                        <a href="https://medium.com/@e.shatri1" target="_blank">https://medium.com/@e.shatri1</a>
+                    </li>
+                    <li>
+                        <strong>General Chair and Editor -</strong>
+                        <span>WoRMS 2024, WoRMS 2023, WoRMS 2022; Program Committee at WoRMS 2021; Reviewer for ISMIR, MobileCHI, ICIAP.</span>
+                    </li>
+                    <li>
+                        <strong>Member of the Editorial Team -</strong>
+                        <span>Women in MIR (WiMIR) at ISMIR.</span>
+                    </li>
+                </ul>
+            </section>
+        </main>
+
+<footer>
+    <p>© 2024 Elona Shatri. All rights reserved.</p>
+</footer>
+</body>
+</html>
\ No newline at end of file
diff --git a/new_website/aim-cirmmt-visit.html b/new_website/aim-cirmmt-visit.html
new file mode 100644
index 0000000000..1381f98b31
--- /dev/null
+++ b/new_website/aim-cirmmt-visit.html
@@ -0,0 +1,81 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>AIM & CIRMMT Virtual Visit</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Centre for Doctoral Training in AI and Music (AIM) & Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT) Virtual Visit</h2>
+            <article>
+                <p>
+                    Remote working has limited us in many ways, but it has also granted us the liberty of virtually visiting places without boarding an airplane. Virtual visits have become much easier to organize, and this allowed us to connect with IRCAM’s Artificial Creative Intelligence and Data Science (ACIDS) team in Paris back in February. 
+                </p>
+                <p>
+                    This time, we are delighted to “travel” to Canada to meet with the Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT). During this virtual visit, we will share ideas, discuss our research, and showcase the ongoing work from both groups.
+                </p>
+
+                <h3>Event Details</h3>
+                <ul>
+                    <li><strong>Date:</strong> 30th of June 2021</li>
+                    <li><strong>Time:</strong> 2-5 pm (UK time, GMT+1)</li>
+                    <li><strong>Where:</strong> <a href="https://mcgill.zoom.us/j/83537509055" target="_blank">Join via Zoom</a></li>
+                </ul>
+
+                <h3>Presentations</h3>
+                <p>
+                    Each centre will deliver 6-7 presentations by PhD students, totaling 12-14 presentations. Each presentation will last 3-5 minutes. Topics will include:
+                </p>
+                <ul>
+                    <li>Deep learning</li>
+                    <li>Sound synthesis</li>
+                    <li>Gesture and performance analysis</li>
+                    <li>Artificial creativity</li>
+                    <li>Augmented instruments</li>
+                    <li>Generative music</li>
+                    <li>Optical music recognition</li>
+                    <li>Composition and more</li>
+                </ul>
+                <p>
+                    Don’t miss the agenda for a comprehensive overview of the topics covered!
+                </p>
+
+                <h3>Organisers</h3>
+                <ul>
+                    <li><strong>AIM:</strong></li>
+                    <ul>
+                        <li>Elona Shatri: <a href="mailto:e.shatri@qmul.ac.uk">e.shatri@qmul.ac.uk</a></li>
+                        <li>Nick Bryan-Kinns: <a href="mailto:n.bryan-kinns@qmul.ac.uk">n.bryan-kinns@qmul.ac.uk</a></li>
+                    </ul>
+                    <li><strong>CIRMMT:</strong></li>
+                    <ul>
+                        <li>Eduardo Meneses</li>
+                        <li>Carolina Rodríguez</li>
+                    </ul>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
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+
+    nav ul li a {
+        padding: 0.5rem 1.5rem;
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+@media (max-width: 768px) {
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diff --git a/new_website/blogposts.html b/new_website/blogposts.html
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+++ b/new_website/blogposts.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogposts">
+            <h2>Blogposts and News</h2>
+            <h3><a href="dummy-link-to-worms-2024" target="_blank">The 6th International Workshop on Reading Music Systems 2024</a></h3>
+            <p>
+                The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year’s workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
+            </p>
+            <!-- Add more blogposts here -->
+
+            <li><a href="uk-qatar.html">UK and Qatar Collaborate on AI Research</a></li>
+            <li><a href="worms-2024.html">The 6th International Workshop on Reading Music Systems 2024</a></li>
+            <li><a href="worms2023.html">The 5th International Workshop on Reading Music Systems 2023</a></li>
+            <li><a href="worms-2022.html">The 4th International Workshop on Reading Music Systems 2022</a></li>
+            <li><a href="worms-2021.html">The 3rd International Workshop on Reading Music Systems 2021</a></li>
+            <li><a href="icaspp2020-review.html">ICASSP 2020 - A review on my favourite papers</a></li>
+            <li><a href="optical-music-recognition.html">What is Optical Music Recognition?</a></li>
+            <li><a href="visum-2020.html">Online VISUM 2020 Highlights</a></li>
+            <li><a href="review-on-GANs.html">A Review on Generative Adversarial Networks</a></li>
+            <li><a href="omr-challenges.html">Optical Music Recognition: State of the Art and Major Challenges</a></li>
+            <li><a href="aim-cirmmt-visit.html">Centre for Doctoral Training in AI and Music (AIM) & CIRMMT Virtual Visit</a></li>
+            <li><a href="CV-shqip.html">Si funksionon Computer Vision?</a></li>
+            <li><a href="ML-shqip.html">Çka është Machine Learning?</a></li>
+            <li><a href="NN-shqip.html">Çfarë janë Rrjetat Nervore Kompjuterike?</a></li>
+
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/contact.html b/new_website/contact.html
new file mode 100644
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--- /dev/null
+++ b/new_website/contact.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+    </section>
+        
+    <section id="contact">
+        <h2>Contact</h2>
+        <p>Feel free to reach out via email or connect with me on LinkedIn for collaborations and inquiries.</p>
+        <ul>
+            <li>Email: <a href="mailto:e.shatril@qmul.ac.uk">e.shatri@qmul.ac.uk</a></li>
+            <li>LinkedIn: <a href="https://www.linkedin.com/in/elona-shatri-080b33b5/" target="_blank">Elona Shatri</a></li>
+        </ul>
+    </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/icaspp2020-review.html b/new_website/icaspp2020-review.html
new file mode 100644
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--- /dev/null
+++ b/new_website/icaspp2020-review.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>ICASSP 2020 - A review on my favourite papers</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>ICASSP 2020 - A review on my favourite papers</h2>
+            <article>
+                <h3>On Network Science and Mutual Information for Explaining Deep Neural Networks</h3>
+                <p>
+                    This paper works toward interpretable neural network models. This work is in part of a bigger move in the machine learning community, to open the so-called “black box” and be able to explain how the machine is learning. This study investigates how the information flows through feedforward networks. They propose using information theory on top of the network science to calculate an information measure that represents the amount of information that flows between two neurons. 
+                </p>
+                <p>
+                    The technique to codify this information flow is called Neural Information Flow (NIF). Basically, NIF weights the importance that edges of the neurons have in a multilayer perceptron (MLP) or Convolutional Neural Networks (CNN) while using the mutual information between nodes which is modelled as distribution. Feature attribution is computed as follows, an importance value is placed along all the edges of the network, a product of all these values in a given path is calculated, to finally sum all these products across all possible paths from an input and output. 
+                </p>
+                <p>
+                    NIF provides information on the most crucial paths of a network. Hence, less important parameters can be removed without loss of accuracy, facilitating network pruning at inference time. Furthermore, NIF can help in visualising edge communities, understanding how nodes form communities, for instance in an MLP. This could help in better training of a network, but needs to further be investigated. However, NIF is of a high computation complexity, which seems to be the main area for improvement.
+                </p>
+                <p>
+                    <a href="https://ieeexplore.ieee.org/document/9053078" target="_blank">Read the paper here</a>
+                </p>
+
+                <h3>Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation</h3>
+                <p>
+                    This paper tackles the efficiency of object detection. Object detection is a process of simultaneous localisation and classification. While the first one gives the category the object belongs to, the second one tells where this object is located. Both tasks require robust features that well represent an object. 
+                </p>
+                <p>
+                    However, these tasks have many non-shared characteristics. Classification concentrates on partial areas or the most prominent region during recognition, i.e. the head of a cat, whereas localisation considers a larger area of the image. Classification is translation invariant while localisation has translation variant characteristics. Hence, the authors propose a network that in addition to considering the common properties, also considers task-specific characteristics of both tasks.
+                </p>
+                <p>
+                    They propose altering existing object detection in three stages. Having a lower layer that shares less semantic features between classification and localisation. Consequently, separating the backbone layers to learn task-specific semantic features. Finally, fuse these two separated features by concatenating and 1×1 convolution to have the same number of channels with the separated features. Experimental results show that such an approach can encode two-task specific features while improving performance. However, these improvements are not substantial and further detailed investigation is needed for the task-specific objective functions.
+                </p>
+                <p>
+                    <a href="https://ieeexplore.ieee.org/abstract/document/9054600" target="_blank">Read the paper here</a>
+                </p>
+
+                <h3>Unsupervised Domain Adaptation for Semantic Segmentation with Symmetric Adaptation Consistency</h3>
+                <p>
+                    Domain adaptation deals with learning a predictor when the training and test sets come from a different distribution. An example of this situation could be semantic segmentation. If a network trained in synthetic images, fully labelled, has to segment real-world images. These two types of distributions are very different; therefore, a mapping of features is needed. 
+                </p>
+                <p>
+                    Unsupervised domain adaptation uses the labels from the training time to solve tasks in the shifted distribution data with no labels. This paper utilizes adversarial learning and semi-supervised learning for domain adaptation in semantic segmentation. The two stages of this method are image-to-image translation and feature-level domain adaptation. Firstly, images from source domain are translated to the targeted domain using a translation model. 
+                </p>
+                <p>
+                    Finally, the semantic segmentation model is trained in an adversarial and semi-supervised manner at the same time. This is done by first symmetrically training two segmentation models with adversarial learning and then between the outputs of the two models introduce the consistency into semi-supervised learning to improve accuracy on pseudo labels that highly affect the final adaptation performance. They achieve state-of-the-art performance on semantic segmentation on the GTA-to-Cityscapes.
+                </p>
+                <p>
+                    <a href="https://ieeexplore.ieee.org/document/9053388" target="_blank">Read the paper here</a>
+                </p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/index.html b/new_website/index.html
new file mode 100644
index 0000000000..16562893b3
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+        <!-- <img src="assets/images/headshot_elona.jpeg" alt="Elona Shatri" style="width:150px; border-radius:50%;"> -->
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+
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+            <div>
+                <h2>Welcome</h2>
+                <p>Welcome to my portfolio! I explore the intersections of Artificial Intelligence, ethics, and music technology. Here, you’ll find my research, projects, and datasets.</p>
+            </div>
+        </section>
+        
+        <section id="about">
+            <h2>About</h2>
+            <p>
+                I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of the Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
+                
+                My research interests include Optical Music Recognition as well as other MIR-related subfields. My goal is to have computers read sheet music computationally. I started working on this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH, with whom we collaborate closely. 
+                
+                I am also the founder and a steering committee member of the <a href="https://www.qmul.ac.uk/ai-and-ethics/" target="_blank">QMUL AI and Ethics Research Group</a>. This group critically examines the ethical dimensions of AI, with a focus on ensuring responsible and inclusive AI applications. The group organizes interdisciplinary seminars, collaborative workshops, and research projects that explore topics such as fairness, accountability, transparency, and the societal implications of AI technologies.
+                
+            
+            </p>
+        </section>
+        
+        <section id="research">
+            <h2>Research Interests</h2>
+            <p><strong>Optical Music Recognition:</strong> Enhancing information retrieval in OMR systems through new methodologies.</p>
+            <p><strong>Ethics in AI:</strong> Exploring ethical considerations in AI, focusing on accountability, fairness, and transparency in applications across various domains.</p>
+            <h3>Published Research</h3>
+            <ul>
+                <li><a href="https://arxiv.org/abs/2408.15002" target="_blank">Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.</a></li>
+                <li><a href="https://arxiv.org/abs/2411.16405" target="_blank">Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN, IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024)), 2024.</a></li>
+                <li><a href="https://arxiv.org/abs/2411.16408" target="_blank">Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach, The Sixth IEEE International Conference on Image Processing Applications and Systems, 2024</a></li>
+                <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Crafting Handwritten Notations: Towards Sheet Music Generation, in 6th International Workshop on Reading Music Systems, 2024</a></li>
+                <li><a href="https://sites.google.com/view/worms2021/home" target="_blank">DoReMi: First glance at a universal OMR dataset, in 3rd International Workshop on Reading Music Systems, 2021</a></li>
+                <li><a href="https://arxiv.org/pdf/2211.13285.pdf#page=10" target="_blank">CompldNet: Sheet Music Composer Identification using Deep Neural Network, in 4th International Workshop on Reading Music Systems, 2022</a></li>
+                <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=26" target="_blank">Towards Artificially Generated Handwritten Sheet Music Datasets, in 5th International Workshop on Reading Music Systems, 2023</a></li>
+                <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=32" target="_blank">Improving Sheet Music Recognition using Data Augmentation and Image Enhancement, in 5th International Workshop on Reading Music Systems, 2023</a></li>
+                <li><a href="https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf" target="_blank">Optical Music Recogntion: State of the Art and Major Challenges, in The International Conference on Technologies for Music Notation and Representation, 2020</a></li>
+                <li><a href="https://arxiv.org/abs/2408.14340" target="_blank">Foundation Models for Music: A Survey</a></li>
+            </ul>
+            <h3>Proceedings Editor</h3>
+            <ul>
+                <li><a href="https://arxiv.org/abs/2211.13285" target="_blank">Proceedings of the 4th International Workshop on Reading Music Systems</a></li>
+                <li><a href="https://arxiv.org/pdf/2311.04091" target="_blank">Proceedings of the 5th International Workshop on Reading Music Systems</a></li>
+                <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Proceedings of the 6th International Workshop on Reading Music Systems</a></li>
+            </ul>
+            <h3>Presentations</h3>
+            <ul>
+                <li><a href="https://www.qmul.ac.uk/deri/news--events-/featured-event-policy-forum-of-the-harvard-data-science-review---futureshock/" target="_blank">E. Shatri, “Crafting responsive assessments of AI and tech futures (CREAATIF),” Poster presented at the Policy Forum of the Harvard Data Science Review’s Special Issue on Generative AI (GenAI), June 2024.</a></li>
+                <li><a href="https://bloomsburyfestival.org.uk/events/ai-music-lecture-symposium/" target="_blank">E. Shatri, “Navigating the intersection of AI and creativity: A case study of musicians in the age of GenAI,” Presentation at the AI & Music Lecture Symposium and Jam, Bloomsbury Festival, October 2024.</a></li>
+                <li><a href="https://sites.google.com/view/worms2024/program" target="_blank">Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks, the 6th International Workshop on Reading Music Systems</a></li>
+            </ul>
+        </section>
+        <section id="projects">
+            <h2>Projects and Datasets</h2>
+            <h3><a href="https://www.gov.uk/government/news/uk-and-qatar-launch-project-to-boost-artificial-intelligence-collaboration" target="_blank">Research Assistant (October 2024-): UK and Qatar joint Artificial Intelligence (AI) research commission</a></h3>
+            <p>The UK and Qatar joint Artificial Intelligence (AI) research commission seeks to establish a roadmap for UK-Qatar collaboration on AI that will benefit both countries.</p>
+            <h3><a href="https://www.turing.ac.uk/research/research-projects/crafting-responsive-assessments-ai-tech-impacted-futures-creaatif" target="_blank">Research Assistant (February 2024-): Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF)</a></h3>
+            <p>Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF) aims to bring the voices of creative workers into the foreground, particularly within policy guidance for the UK labour context. </p>
+            <h3><a href="link-to-doremi-project" target="_blank">DoReMi - Data Collection Lifecycle</a></h3>
+            <p>The DoReMi dataset documents the lifecycle of Optical Music Recognition (OMR) data. It serves as a resource for advancing research in OMR systems.</p>
+        </section>        
+        <section id="blogposts">
+            <a href="blogposts.html" class="btn">View All Blogposts</a>
+    
+            <h2>Blogposts and News</h2>
+            <h3><a href="dummy-link-to-worms-2024" target="_blank">The 6th International Workshop on Reading Music Systems 2024</a></h3>
+            <p>
+                The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year’s workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
+            </p>
+            <h3><a href="dummy-link-to-worms-2023" target="_blank">The 5th International Workshop on Reading Music Systems 2023</a></h3>
+            <p>
+                The 5th International Workshop on Reading Music Systems (WoRMS) took place on November 4th, 2023, in Milan, Italy, offering both on-site and remote participation. This year’s workshop showcased a range of cutting-edge research in Optical Music Recognition (OMR), including advancements in medieval music manuscripts, handwritten music synthesis, and few-shot learning.
+            </p>
+            <h3><a href="dummy-link-to-worms-2022" target="_blank">The 4th International Workshop on Reading Music Systems 2022</a></h3>
+            <p>
+                The fourth edition of the International Workshop on Reading Music Systems (WoRMS) was held last Friday, offering another dynamic hybrid experience. Researchers and industry professionals in Optical Music Recognition (OMR) came together to explore the latest advancements and challenges in the field.
+            </p>
+            <h3><a href="dummy-link-to-omr-state-of-the-art" target="_blank">Optical Music Recognition: State of the Art and Major Challenges</a></h3>
+            <p>
+                Recently, I published my very first paper summarizing the state of the art and open challenges in Optical Music Recognition (OMR). The paper discusses paradigm shifts, evolving methodologies, and potential future directions for the field.
+            </p>
+            <h3><a href="dummy-link-to-gan-review" target="_blank">A Review on Generative Adversarial Networks</a></h3>
+            <p>
+                An exploration of how GANs have revolutionized machine learning by bridging generative and discriminative networks. The blog discusses their history, key advancements, and their implications in fields ranging from art to computer vision.
+            </p>
+        </section>
+        
+        <section id="contact">
+            <h2>Contact</h2>
+            <p>Feel free to reach out via email or connect with me on LinkedIn for collaborations and inquiries.</p>
+            <ul>
+                <li>Email: <a href="mailto:e.shatril@qmul.ac.uk">e.shatri@qmul.ac.uk</a></li>
+                <li>LinkedIn: <a href="https://www.linkedin.com/in/elona-shatri-080b33b5/" target="_blank">Elona Shatri</a></li>
+            </ul>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/omr-challenges.html b/new_website/omr-challenges.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Optical Music Recognition: State of the Art and Major Challenges</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Optical Music Recognition: State of the Art and Major Challenges</h2>
+            <article>
+                <h3>Review paper summary on OMR — paradigm shift and possible directions</h3>
+                <p>
+                    Recently, I got my very first paper accepted to the <a href="https://arxiv.org/abs/2006.07885" target="_blank">International Conference on Technologies for Music Notation and Representation (TENOR) 2020</a>. This experience has been insightful, serving as a guide for my future publishing endeavors.
+                </p>
+                <p>
+                    The paper summarizes prior work and takes a position on progressing Optical Music Recognition (OMR). It highlights the paradigm shift from conventional computer vision methods to end-to-end deep learning techniques.
+                </p>
+
+                <h3>Overview of OMR Pipeline</h3>
+                <p>
+                    The traditional OMR pipeline consists of four stages: image preprocessing, musical object detection, musical symbol reconstruction, and encoding into a machine-readable format. Each stage has seen advancements over the years:
+                </p>
+                <ul>
+                    <li>
+                        <strong>Image Preprocessing:</strong> Techniques like binarization, blurring, deskewing, and noise removal have evolved from traditional methods to neural networks such as sectional auto-encoders.
+                    </li>
+                    <li>
+                        <strong>Musical Object Detection:</strong> This stage benefits from computer vision advancements. Methods like Fast R-CNNs and Single Shot Detectors (SSD) use pre-trained models fine-tuned on datasets like MUSCIMA++.
+                    </li>
+                    <li>
+                        <strong>Musical Symbol Reconstruction:</strong> Structural and semantic relationships between symbols are reconstructed using heuristics and rules. Recent research explores deep learning for this stage, though challenges remain in capturing music's spatial and temporal dependencies.
+                    </li>
+                    <li>
+                        <strong>Encoding:</strong> Outputs are stored in formats like MIDI and MusicXML, supporting various levels of replayability and structural representation.
+                    </li>
+                </ul>
+
+                <h3>Challenges in OMR</h3>
+                <p>
+                    Despite progress, several challenges persist:
+                </p>
+                <ul>
+                    <li>Lack of large labeled datasets for training.</li>
+                    <li>Improving accuracy in detecting music objects and staff lines.</li>
+                    <li>Reconstructing semantic relationships between symbols.</li>
+                    <li>Standardizing output formats, evaluation metrics, and representations.</li>
+                </ul>
+
+                <h3>Paradigm Shift to End-to-End Learning</h3>
+                <p>
+                    The field is moving towards end-to-end deep learning models, streamlining processes like symbol detection and semantic reconstruction. These methods promise efficiency but require solving representation and standardization challenges.
+                </p>
+
+                <h3>Conclusion</h3>
+                <p>
+                    Optical Music Recognition is a fascinating field bridging music and AI. My paper highlights its evolution, challenges, and future directions, paving the way for innovative research. <a href="https://arxiv.org/abs/2006.07885" target="_blank">Read more about it here</a>.
+                </p>
+
+                <h3>References</h3>
+                <ul>
+                    <li>I. Fujinaga, “Optical music recognition using projections,” PhD dissertation, McGill University Montreal, Canada, 1988.</li>
+                    <li>B. Couasnon, et al., “Using logic programming languages for optical music recognition,” In Proceedings of the Third International Conference on The Practical Application of Prolog, 1995.</li>
+                    <li>A. Fornes, et al., “Writer identification in old handwritten music scores,” 2008 The Eighth IAPR International Workshop on Document Analysis Systems. IEEE, 2008, pp. 347–353.</li>
+                    <li>A. Pacha, et al., “Handwritten Music Object Detection: Open Issues and Baseline Results,” 2018 13th IAPR International Workshop on Document Analysis Systems (DAS). Vienna: IEEE, 2018.</li>
+                    <li>E. Shatri and G. Fazekas, “Optical Music Recognition: State of the Art and Major Challenges”, arXiv preprint arXiv:2006.07885, 2020.</li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/optical-music-recognition.html b/new_website/optical-music-recognition.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>What is Optical Music Recognition?</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>What is Optical Music Recognition?</h2>
+            <article>
+                <p>
+                    I have always been enthusiastic to explore Computer Vision; equally, music has also been a great part of my life. Combined, they make a great research problem! Four months ago, I commenced a 4-year Ph.D. program. So far, it has been an insane journey in terms of how much I have learned and the enthusiasm to learn more.
+                </p>
+                <p>
+                    The research problem I am undertaking is Optical Music Recognition (OMR), more pointedly, investigating if Deep Learning can assist in improving the performances of the current methods.
+                </p>
+                <p>
+                    For you to get to comprehend this problem a little bit more, I will attempt to clarify what OMR is, the conventional methods used, and the main issues needed to be tackled in the future.
+                </p>
+
+                <h3>What is OMR?</h3>
+                <p>
+                    Most of us have presumably used Google Translate and its camera translation feature by now. By just taking a picture of a text, we save time and avoid learning Chinese or other languages. Now let us think of how this feature would apply to music. Musicians still write on music sheets or blank paper. However, if they want to share their music, they will have to transcribe it into a computer. A computer-readable music file would be more accessible. 
+                </p>
+                <p>
+                    Therefore, the motivation behind this research is the possibility of allowing composers and musicians to not only transcribe and edit music by taking a picture of the sheet music but ultimately share and play their pieces. OMR would also assist in music statistics and enable searchability for notations, similar to searching for text.
+                </p>
+                <p>
+                    Calvo-Zaragoza et al. provide a clear definition of OMR, calling it a research field:
+                    <blockquote>
+                        Optical Music Recognition is a field of research that investigates how to computationally read music notation in documents.
+                    </blockquote>
+                </p>
+
+                <h3>The Standard Pipeline</h3>
+                <p>
+                    The research field was established at MIT in the late 1960s, using scanned printed music sheets. Based on the studies conducted, a standard pipeline was formed to reflect approaches taken to solve the problem (see Figure 1).
+                </p>
+                <figure>
+                    <img src="assets/images/omr-pipeline.png" alt="The standard OMR pipeline">
+                    <figcaption>Figure 1. The standard OMR pipeline (Image by author)</figcaption>
+                </figure>
+                <p>
+                    The usual inputs to this pipeline are scans or pictures of printed/handwritten music sheets. These images are processed through techniques like binarization, blurring, and deskewing to reduce noise.
+                </p>
+
+                <h3>Deep Learning for OMR</h3>
+                <p>
+                    We aim to explore new ways of performing OMR steps using Deep Learning (DL). Most DL models are based on artificial neural networks inspired by biological neural networks. These networks consist of multiple layers with nodes (neurons), including input, hidden, and output layers.
+                </p>
+                <p>
+                    Our initial approach is to apply DL to the second stage of OMR: music object detection. This requires a vast dataset containing images of music sheets with corresponding ground truth data for training the model. The dataset must include test data unseen by the model to evaluate its generalization performance.
+                </p>
+                <p>
+                    The research also proposes standardization of input/output formats and evaluation criteria to ensure consistent results.
+                </p>
+
+                <h3>References</h3>
+                <ul>
+                    <li>
+                        A. Rebelo, I. Fujinaga, F. Paszkiewicz, A. R. S. Marcal, C. Guedes, and J. S. Cardoso, “Optical music recognition: state-of-the-art and open issues,” <i>Int J Multimed Info Retr</i>, vol. 1, no. 3, pp. 173–190, Oct. 2012. 
+                        <a href="http://link.springer.com/10.1007/s13735-012-0004-6" target="_blank">Read online</a>.
+                    </li>
+                    <li>
+                        J. Calvo-Zaragoza, J. Hajic Jr., and A. Pacha, “Understanding Optical Music Recognition,” arXiv:1908.03608 [cs, eess], Aug. 2019. 
+                        <a href="http://arxiv.org/abs/1908.03608" target="_blank">Read online</a>.
+                    </li>
+                    <li>
+                        Pacha, Alexander, Jan Hajič, and Jorge Calvo-Zaragoza. “A baseline for general music object detection with deep learning.” <i>Applied Sciences</i> 8.9 (2018): 1488.
+                    </li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/projects.html b/new_website/projects.html
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+
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+    </section>
+        
+    <section id="projects">
+        <h2>Projects and Datasets</h2>
+        <h3><a href="https://www.gov.uk/government/news/uk-and-qatar-launch-project-to-boost-artificial-intelligence-collaboration" target="_blank">Research Assistant (October 2024-): UK and Qatar joint Artificial Intelligence (AI) research commission</a></h3>
+        <p>The UK and Qatar joint Artificial Intelligence (AI) research commission seeks to establish a roadmap for UK-Qatar collaboration on AI that will benefit both countries.</p>
+        <h3><a href="https://www.turing.ac.uk/research/research-projects/crafting-responsive-assessments-ai-tech-impacted-futures-creaatif" target="_blank">Research Assistant (February 2024-): Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF)</a></h3>
+        <p>Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF) aims to bring the voices of creative workers into the foreground, particularly within policy guidance for the UK labour context. </p>
+        <h3><a href="link-to-doremi-project" target="_blank">DoReMi - Data Collection Lifecycle</a></h3>
+        <p>The DoReMi dataset documents the lifecycle of Optical Music Recognition (OMR) data. It serves as a resource for advancing research in OMR systems.</p>
+    </section>    
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
+
+
diff --git a/new_website/research.html b/new_website/research.html
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+++ b/new_website/research.html
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+
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+    </section>
+        
+    <section id="research">
+        <h2>Research Interests</h2>
+        <p><strong>Optical Music Recognition:</strong> Enhancing information retrieval in OMR systems through new methodologies.</p>
+        <p><strong>Ethics in AI:</strong> Exploring ethical considerations in AI, focusing on accountability, fairness, and transparency in applications across various domains.</p>
+        <h3>Published Research</h3>
+        <ul>
+            <li><a href="https://arxiv.org/abs/2408.15002" target="_blank">Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.</a></li>
+            <li><a href="https://arxiv.org/abs/2411.16405" target="_blank">Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN, IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024)), 2024.</a></li>
+            <li><a href="https://arxiv.org/abs/2411.16408" target="_blank">Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach, The Sixth IEEE International Conference on Image Processing Applications and Systems, 2024</a></li>
+            <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Crafting Handwritten Notations: Towards Sheet Music Generation, in 6th International Workshop on Reading Music Systems, 2024</a></li>
+            <li><a href="https://sites.google.com/view/worms2021/home" target="_blank">DoReMi: First glance at a universal OMR dataset, in 3rd International Workshop on Reading Music Systems, 2021</a></li>
+            <li><a href="https://arxiv.org/pdf/2211.13285.pdf#page=10" target="_blank">CompldNet: Sheet Music Composer Identification using Deep Neural Network, in 4th International Workshop on Reading Music Systems, 2022</a></li>
+            <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=26" target="_blank">Towards Artificially Generated Handwritten Sheet Music Datasets, in 5th International Workshop on Reading Music Systems, 2023</a></li>
+            <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=32" target="_blank">Improving Sheet Music Recognition using Data Augmentation and Image Enhancement, in 5th International Workshop on Reading Music Systems, 2023</a></li>
+            <li><a href="https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf" target="_blank">Optical Music Recogntion: State of the Art and Major Challenges, in The International Conference on Technologies for Music Notation and Representation, 2020</a></li>
+            <li><a href="https://arxiv.org/abs/2408.14340" target="_blank">Foundation Models for Music: A Survey</a></li>
+        </ul>
+        <h3>Proceedings Editor</h3>
+        <ul>
+            <li><a href="https://arxiv.org/abs/2211.13285" target="_blank">Proceedings of the 4th International Workshop on Reading Music Systems</a></li>
+            <li><a href="https://arxiv.org/pdf/2311.04091" target="_blank">Proceedings of the 5th International Workshop on Reading Music Systems</a></li>
+            <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Proceedings of the 6th International Workshop on Reading Music Systems</a></li>
+        </ul>
+        <h3>Presentations</h3>
+        <ul>
+            <li><a href="https://www.qmul.ac.uk/deri/news--events-/featured-event-policy-forum-of-the-harvard-data-science-review---futureshock/" target="_blank">E. Shatri, “Crafting responsive assessments of AI and tech futures (CREAATIF),” Poster presented at the Policy Forum of the Harvard Data Science Review’s Special Issue on Generative AI (GenAI), June 2024.</a></li>
+            <li><a href="https://bloomsburyfestival.org.uk/events/ai-music-lecture-symposium/" target="_blank">E. Shatri, “Navigating the intersection of AI and creativity: A case study of musicians in the age of GenAI,” Presentation at the AI & Music Lecture Symposium and Jam, Bloomsbury Festival, October 2024.</a></li>
+            <li><a href="https://sites.google.com/view/worms2024/program" target="_blank">Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks, the 6th International Workshop on Reading Music Systems</a></li>
+        </ul>
+    </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
+
+
diff --git a/new_website/review-on-GANs.html b/new_website/review-on-GANs.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>A Review on Generative Adversarial Networks</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>A Review on Generative Adversarial Networks</h2>
+            <article>
+                <h3>How did the GANs change the way machine learning works?</h3>
+                <p>
+                    The history of deep learning has shown to be a bit unusual. Many practices, such as convolutional neural networks, invented in the 80s, had a comeback only after 20 years. While most methods had a comeback, Generative Adversarial Networks (GANs) were one of the most innovative techniques in deep learning in the past decade.
+                </p>
+                <p>
+                    GANs were first proposed by Goodfellow et al. [1] at the University of Montreal. The framework consists of a generator and a discriminator, with the generator attempting to create realistic data to fool the discriminator, while the discriminator learns to differentiate between real and generated data. The two networks compete against each other, pushing each other to improve.
+                </p>
+
+                <h3>Core Concept of GANs</h3>
+                <p>
+                    GANs consist of a generator that maps a latent space to a data distribution and a discriminator that distinguishes real data from generated data. The generator’s goal is to trick the discriminator, while the discriminator works to accurately classify data as real or generated.
+                </p>
+                <p>
+                    GANs are designed not to reproduce training data but to create novel data that resembles the original distribution. This adversarial setup creates a two-person game aiming for equilibrium, where neither network can improve further.
+                </p>
+
+                <h3>Challenges in GAN Training</h3>
+                <p>
+                    Achieving and maintaining equilibrium is challenging. Additionally, validating whether the generator has learned to produce a realistic data distribution is difficult compared to traditional deep learning methods.
+                </p>
+                <p>
+                    The performance of GANs depends heavily on the amount of data and network depth, which can require computational resources currently beyond reach.
+                </p>
+
+                <h3>Applications of GANs</h3>
+                <p>
+                    GANs have broad applications in art, fashion, advertising, science, and video games. However, they have also been used maliciously, such as creating fake social media profiles with synthesized images.
+                </p>
+
+                <h3>Key Developments in GANs</h3>
+                <ul>
+                    <li>
+                        <strong>Deep Convolutional GANs (DCGANs):</strong> Uses CNNs instead of multilayer perceptrons, with techniques like deconvolution and batch normalization to improve performance.
+                    </li>
+                    <li>
+                        <strong>Improved GANs:</strong> Introduces minibatch discrimination, virtual batch normalization, and feature matching.
+                    </li>
+                    <li>
+                        <strong>LAPGAN:</strong> Generates higher-resolution images using a Laplacian pyramid.
+                    </li>
+                    <li>
+                        <strong>CycleGAN:</strong> Performs image-to-image translation without aligned pairs, leveraging adversarial and cycle consistency loss.
+                    </li>
+                    <li>
+                        <strong>PACGAN:</strong> Addresses mode collapse by enabling the discriminator to make decisions based on multiple samples.
+                    </li>
+                    <li>
+                        <strong>SAGAN:</strong> Utilizes self-attention and spectral normalization for improved image generation.
+                    </li>
+                </ul>
+
+                <h3>Open Challenges</h3>
+                <p>
+                    GANs struggle with generating discrete data and measuring the uncertainty of a trained generative network. Addressing these limitations remains an area of active research.
+                </p>
+
+                <h3>References</h3>
+                <ul>
+                    <li>
+                        I. Goodfellow, et al., “Generative adversarial nets,” <i>Advances in Neural Information Processing Systems</i>, 2014.
+                    </li>
+                    <li>
+                        A. Radford, et al., “Unsupervised representation learning with deep convolutional generative adversarial networks,” arXiv preprint, 2015.
+                    </li>
+                    <li>
+                        T. Salimans, et al., “Improved techniques for training GANs,” <i>Advances in Neural Information Processing Systems</i>, 2016.
+                    </li>
+                    <li>
+                        E. L. Denton, et al., “Deep generative image models using a Laplacian pyramid of adversarial networks,” <i>Advances in Neural Information Processing Systems</i>, 2015.
+                    </li>
+                    <li>
+                        T. Karras, et al., “Progressive growing of GANs for improved quality, stability, and variation,” arXiv preprint, 2017.
+                    </li>
+                    <li>
+                        J.-Y. Zhu, et al., “Unpaired image-to-image translation using cycle-consistent adversarial networks,” <i>Proceedings of the IEEE International Conference on Computer Vision</i>, 2017.
+                    </li>
+                    <li>
+                        Z. Lin, et al., “PACGAN: The power of two samples in generative adversarial networks,” <i>Advances in Neural Information Processing Systems</i>, 2018.
+                    </li>
+                    <li>
+                        H. Zhang, et al., “Self-attention generative adversarial networks,” arXiv preprint, 2018.
+                    </li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/teaching.html b/new_website/teaching.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+            <section>
+                <h2>Teaching Fellow Experience</h2>
+                <ul>
+                    <li>
+                        <strong>Data Mining (Postgrad) -</strong>
+                        <span>Designing syllabus, labs, and assignments. Lecture and lab delivery, student support, marking, exam setting, teaching admin, and training/supervising new demonstrators. <em>2023-2024</em></span>
+                    </li>
+                </ul>
+
+                <h2>Senior Demonstrator</h2>
+                <ul>
+                    <li>
+                        <strong>Professional and Research Practice (Undergrad) -</strong>
+                        <span>Designing labs and assignments, lab delivery, student support, marking, teaching, and general admin. Training and supervising new demonstrators. <em>2023</em></span>
+                    </li>
+                </ul>
+
+                <h2>Demonstrator</h2>
+                <ul>
+                    <li>
+                        <strong>Machine Learning (Postgrad) -</strong>
+                        <span>Delivering labs, student support, marking assignments and exams. <em>2020-2021</em></span>
+                    </li>
+                    <li>
+                        <strong>Machine Learning for Visual Data (Postgrad) -</strong>
+                        <span>Delivering labs, student support, marking assignments and exams. <em>2021</em></span>
+                    </li>
+                    <li>
+                        <strong>Research Methods and Responsible Innovation (Postgrad) -</strong>
+                        <span>Designing and delivering labs and workshops, student support. <em>2020-2022</em></span>
+                    </li>
+                    <li>
+                        <strong>Data Mining (Undergrad and Postgrad) -</strong>
+                        <span>Delivering labs, student support, marking assignments and exams. <em>2021-2023</em></span>
+                    </li>
+                </ul>
+            </section>
+
+            <section>
+                <h2>Supervising MSc Students</h2>
+                <p>Working on Music and Computer Vision-related tasks, supervising and ensuring qualitative work, weekly meetings, and admin.</p>
+                <ul>
+                    <li>Sheet Music Composer Identification using Convolutional Neural Network</li>
+                    <li>Sheet Music Classification with Convolutional Neural Network</li>
+                    <li>Generating Handwritten Sheet Music using Style Transfer</li>
+                    <li>Generating Indian Tabla Music</li>
+                    <li>Image Enhancement for an Improved Optical Music Recognition</li>
+                    <li>Generative Adversarial Network Architectures to Enhance Handwritten Optical Music Recognition Datasets</li>
+                    <li>Self-Supervised Few-Shot Learning for Music Symbol Classification in Historical Manuscripts</li>
+                    <li>Models for Full-page Music Generation</li>
+                </ul>
+            </section>
+        
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/uk-qatar.html b/new_website/uk-qatar.html
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+++ b/new_website/uk-qatar.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>UK-Qatar AI Collaboration</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>UK and Qatar Collaborate on AI Research</h2>
+            <article>
+                <p>
+                    The UK and Qatar have launched a joint Artificial Intelligence (AI) research commission to explore collaborative opportunities in AI development. The initiative is led by <strong>Professor David Leslie</strong> from Queen Mary University of London, in partnership with Hamad Bin Khalifa University (HBKU) in Qatar.
+                </p>
+                <p>
+                    As a research assistant to Professor Leslie, I am contributing to this project, which focuses on ethical AI innovation, policy frameworks, and fostering international cooperation. Supported by Qatar's Ministry of Foreign Affairs, MCIT, and QRDI Council, along with the UK Government's Gulf Strategy Fund, this collaboration aims to unlock AI's potential for societal and economic progress.
+                </p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/visum-2020.html b/new_website/visum-2020.html
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+++ b/new_website/visum-2020.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Online VISUM 2020 Highlights</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Online VISUM 2020 Highlights</h2>
+            <article>
+                <p>
+                    From July 3rd to July 10th, I attended the VISUM summer school online. Originally planned to take place in Porto, it was moved online due to the pandemic.
+                </p>
+                <p>
+                    The itinerary included lectures, AI shots, and a main competition. The lectures covered topics like machine learning, deep learning, information security, and AI. The AI shots were short 30-minute talks by industry professionals on AI use cases in their work.
+                </p>
+
+                <h3>Lecture Highlights</h3>
+                <p>
+                    Jaime Cardoso (INESC TEC and the University of Porto FEUP) provided a detailed lecture on computer vision (CV) and machine learning (ML), covering deep learning, artificial intelligence, and their history.
+                </p>
+                <p>
+                    One highlight was professor Johan Suykens’ lecture on Deep Learning and Kernel Machines. He discussed function estimation, LS-SVM, kernel spectral clustering, restricted kernel machines, and generative models.
+                </p>
+                <p>
+                    Pascal Mettes (University of Amsterdam) gave an engaging talk on action recognition, discussing video representation, zero-shot learning, self-supervised learning, and graph neural networks for action understanding.
+                </p>
+                <p>
+                    Professor Nicolas Courty’s talk on Optimal Transport in Deep Learning was equally intriguing, diving into Wasserstein Loss, domain adaptation, and Monge mapping.
+                </p>
+                <p>
+                    Professor Marta Gomez-Barrero delivered an insightful talk on Information Security, covering cryptography, biometrics, user authentication, and a case study on Cancelable Biometrics Based on Bloom Filters [2].
+                </p>
+                <p>
+                    Mauricio Reyes (University of Bern) discussed Interpretability in ML for Medical Imaging, differentiating between explainability and interpretability and emphasizing their importance in medical applications.
+                </p>
+
+                <h3>The Competition</h3>
+                <p>
+                    The most exciting part was the competition. From 70+ participants, we formed teams of three to work on a fish detection problem. Using methodologies like YOLO, Faster R-CNN, and transfer learning with pre-trained models, the winning teams achieved results close to the state of the art.
+                </p>
+
+                <h3>References</h3>
+                <ul>
+                    <li>
+                        Suykens, J. A. K., et al. “Least squares support vector machine classifiers: a large scale algorithm.” <i>Proceedings of the European Conference on Circuit Theory and Design</i>, Vol. 10, 1999.
+                    </li>
+                    <li>
+                        Rathgeb, Christian, et al. “Towards cancelable multi-biometrics based on bloom filters: a case study on feature level fusion of face and iris.” <i>3rd International Workshop on Biometrics and Forensics (IWBF 2015)</i>. IEEE, 2015.
+                    </li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/worms-2021.html b/new_website/worms-2021.html
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+++ b/new_website/worms-2021.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>The 3rd International Workshop on Reading Music Systems 2021</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>The 3rd International Workshop on Reading Music Systems 2021</h2>
+            <article>
+                <p>
+                    The third edition of the International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting on Friday, 23rd of July 2021. It brought together researchers and industry professionals working in Optical Music Recognition (OMR). This edition featured 11 papers on a variety of topics and an 
+                    <a href="https://drive.google.com/file/d/1IDgOaW8tGxJt9Top7x7GSZXLsAo-XVcb/view" target="_blank">outstanding keynote from Anthony Wilkes (Organum Ltd)</a> discussing the design of ReadScoreLib.
+                </p>
+                <img src="assets/img/worms2021.png" alt="WoRMS 2021">
+                <p>Below are summaries of some of the presented papers:</p>
+
+                <h3><a href="https://drive.google.com/file/d/17BdTUfU6Fk8qyrpxo6L-BGTqIhLvStL5/view" target="_blank">Hybrid Annotation Systems for Music Transcription</a></h3>
+                <p>
+                    This paper explores combining human annotation and automated methods for music transcription. Results showed that audio extracts enhanced performance, particularly for short music segments.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/17Dp9gIjQPZVwSFJzKK8QA6Xjcgv894wj/view" target="_blank">Neural Network for Handwritten Melodies</a></h3>
+                <p>
+                    Aimed at digital archiving for the University Library of Regensburg, this paper evaluates neural networks for recognising handwritten monophonic scores. Challenges include limited annotated data.
+                </p>
+
+                <h3><a href="https://arxiv.org/abs/2107.07786" target="_blank">DoReMi: A Universal OMR Dataset</a></h3>
+                <p>
+                    Our work presents DoReMi, a new dataset aimed at addressing challenges in OMR. We demonstrated baseline experiments using Faster R-CNN models for object detection.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/10uUCaORERAzD-ISSm6FUeNNOOzrTRDzF/view" target="_blank">Reconstructing Digits in Music Scores</a></h3>
+                <p>
+                    This research highlights challenges in recognising and reconstructing digits in sheet music, achieving limited accuracy on real-world scores despite using deep learning.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1uSIrbiLrx1RfXEV86STS7XRuwJoa34O7/view" target="_blank">Detecting Staves and Measures with Deep Learning</a></h3>
+                <p>
+                    This paper investigates strategies to detect structural elements in music scores. Faster R-CNNs performed best for detecting system measures and staves.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1ZBRaOwsTkdOUo6sfm9xdQPuPMNyM89ho/view" target="_blank">Unsupervised Neural Document Analysis</a></h3>
+                <p>
+                    This study proposes combining Domain Adaptation with Selectional Auto-Encoders for unsupervised document analysis, slightly improving state-of-the-art results.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1ZDlU0WDmqC4-37s2gkCf2nOAt4Z5Ow-S/view" target="_blank">Multimodal Audio and Image Music Transcription</a></h3>
+                <p>
+                    This proof-of-concept explores combining OMR and AMT predictions, demonstrating slight improvements in error rates for monophonic scores.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1o4zm_fx_Fa7zclWkqgbVLx2x3DuvZidz/view" target="_blank">Sequential Next-Symbol Prediction</a></h3>
+                <p>
+                    This paper introduces a sequential classification-based approach to music scores using CNNs, addressing training set limitations.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1WAhrcPRzpuoB1fJsMkGCZamIp1CHv3c5/view" target="_blank">Agnostic Transcription and Machine Encoding</a></h3>
+                <p>
+                    This work focuses on encoding outputs from OMR into machine-readable formats using Machine Translation techniques.
+                </p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/worms-2022.html b/new_website/worms-2022.html
new file mode 100644
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+++ b/new_website/worms-2022.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>The 4th International Workshop on Reading Music Systems 2022</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>The 4th International Workshop on Reading Music Systems 2022</h2>
+            <article>
+                <p>
+                    The fourth edition of the International Workshop on Reading Music Systems (WoRMS) was held last Friday, offering another dynamic hybrid experience. Researchers and industry professionals in Optical Music Recognition (OMR) came together to explore the latest advancements and challenges in the field. This year’s workshop featured nine diverse papers spanning topics such as dataset challenges, deep learning innovations, and integration of language models, alongside an engaging keynote by Marie Chupeau (Magic LEMP).
+                </p>
+                <h3>Keynote: Advancing OMR with MaestrIA</h3>
+                <p>
+                    Marie Chupeau opened the workshop by presenting Magic LEMP's OMR solution, MaestrIA, developed for Newzik. She shared insights into their experiments with neural architectures for sequential, mask, and object detection approaches, highlighting the potential of score generation as an asset in OMR. Her discussion delved into the design process of their score generator, sparking interest and questions about how such systems might reshape music digitization.
+                </p>
+                <h3>Highlights from the Paper Sessions</h3>
+                <h4>Session 1: Datasets and Training Challenges</h4>
+                <ul>
+                    <li>
+                        <strong><a href="#">Challenging Sources: A New Dataset for OMR of Diverse 19th-Century Music Theory Examples</a></strong>  
+                        — Fabian C. Moss and collaborators introduced a dataset targeting diverse 19th-century music theory materials, addressing the need for varied and challenging OMR training sets.
+                    </li>
+                    <li>
+                        <strong><a href="#">CompIdNet: Sheet Music Composer Identification Using Deep Neural Networks</a></strong>  
+                        — Dnyanesh Walwadkar and colleagues presented their work on composer identification through deep learning, adding a novel dimension to OMR.
+                    </li>
+                    <li>
+                        <strong><a href="#">Obstacles with Synthesizing Training Data for OMR</a></strong>  
+                        — Jiří Mayer and Pavel Pecina explored challenges in generating synthetic training data, identifying issues when bridging the gap between synthetic and real-world datasets.
+                    </li>
+                </ul>
+
+                <h4>Session 2: Full-Page and Graph-Based OMR</h4>
+                <ul>
+                    <li>
+                        <strong><a href="#">End-To-End Full-Page Optical Music Recognition of Monophonic Documents via Score Unfolding</a></strong>  
+                        — Antonio Ríos-Vila and team proposed a full-page recognition pipeline leveraging a score unfolding mechanism for monophonic documents.
+                    </li>
+                    <li>
+                        <strong><a href="#">End-to-End Graph Prediction for Optical Music Recognition</a></strong>  
+                        — Carlos Garrido-Muñoz and collaborators discussed graph-based models, enabling efficient encoding of complex music notation relationships.
+                    </li>
+                    <li>
+                        <strong><a href="#">Efficient Approaches for Notation Assembly in Optical Music Recognition</a></strong>  
+                        — Carlos Penarrubia and co-authors presented techniques for efficiently assembling notations post-recognition, optimizing the final stages of the OMR pipeline.
+                    </li>
+                </ul>
+
+                <h4>Session 3: Applications and Enhancements</h4>
+                <ul>
+                    <li>
+                        <strong><a href="#">Computer-Assisted Measure Detection in a Music Score-Following Application</a></strong>  
+                        — Eran Egozy and Ian Clester focused on integrating measure detection for applications in score-following, emphasizing real-time performance aids.
+                    </li>
+                    <li>
+                        <strong><a href="#">Automated Transcription of Electronic Drumkits</a></strong>  
+                        — Florent Jacquemard and team showcased their work on transcribing electronic drumkit performances, bridging electronic and traditional score representation.
+                    </li>
+                    <li>
+                        <strong><a href="#">Improving Handwritten Music Recognition through Language Model Integration</a></strong>  
+                        — Pau Torras and colleagues demonstrated how language models could enhance recognition accuracy, particularly for handwritten scores.
+                    </li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/worms-2023.html b/new_website/worms-2023.html
new file mode 100644
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+++ b/new_website/worms-2023.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>The 5th International Workshop on Reading Music Systems 2023</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>The 5th International Workshop on Reading Music Systems 2023</h2>
+            <article>
+                <p>
+                    The 5th International Workshop on Reading Music Systems (WoRMS) took place on November 4th, 2023, in Milan, Italy, offering both on-site and remote participation. This year’s workshop showcased a range of cutting-edge research in Optical Music Recognition (OMR), including advancements in medieval music manuscripts, handwritten music synthesis, and few-shot learning. The program featured three engaging paper sessions and a thought-provoking keynote by Werner Goebl, emphasizing community-driven solutions to perfect music score corpora.
+                </p>
+                <h3>Keynote: Perfecting Music Scores with Crowd-Sourced Validation</h3>
+                <p>
+                    Werner Goebl from the University of Music and Performing Arts Vienna delivered the keynote titled "The Final Stretch of OMR: Perfecting Music Score Corpora with Browser-Based Editing and Validation." Goebl introduced <em>mei-friend</em>, a browser-based editing and validation interface that facilitates community-driven corrections to OMR-generated scores. This innovative tool juxtaposes source score images with their digital renderings, enabling crowdsourced validation to ensure pristine accuracy. The keynote sparked discussions on how decentralized, open systems can contribute to a FAIR (Findable, Accessible, Interoperable, and Reusable) digital music ecosystem.
+                </p>
+                <h3>Highlights from the Paper Sessions</h3>
+                <h4>Session 1: Historical and Multicultural Perspectives</h4>
+                <ul>
+                    <li><strong>Optical Music Recognition Workflow for Medieval Music Manuscripts</strong> — Ichiro Fujinaga and Gabriel Vigliensoni explored workflows tailored to the unique challenges of medieval manuscripts, emphasizing the importance of preserving historical notations.</li>
+                    <li><strong>The Suzipu Musical Annotation Tool</strong> — Tristan Repolusk and Eduardo Veas introduced <em>Suzipu</em>, a tool designed to create machine-readable datasets for ancient Chinese music, bridging gaps in cultural heritage digitization.</li>
+                    <li><strong>The OmniOMR Project</strong> — Jan Hajič, jr., and collaborators presented a comprehensive framework for OMR, addressing multi-lingual and multi-modal requirements for diverse music scores.</li>
+                    <li><strong>Towards Music Notation and Lyrics Alignment</strong> — Juan Carlos Martinez-Sevilla and Francisco J. Castellanos shared a case study on aligning notation and lyrics in Gregorian chants, advancing research in music-text alignment.</li>
+                </ul>
+
+                <h4>Session 2: Data Generation and Enhancement</h4>
+                <ul>
+                    <li><strong>Symbol Generation via Autoencoders for Handwritten Music Synthesis</strong> — Jonáš Havelka and team showcased how autoencoders can generate handwritten music symbols, contributing to realistic data synthesis.</li>
+                    <li><strong>Towards Artificially Generated Handwritten Sheet Music Datasets</strong> — Pranjali Hande and collaborators presented methods for generating artificial datasets, addressing the scarcity of annotated data in OMR.</li>
+                    <li><strong>Improving Sheet Music Recognition with Data Augmentation and Image Enhancement</strong> — Zihui Zhang and colleagues discussed innovative techniques for improving OMR accuracy, leveraging data augmentation and image preprocessing.</li>
+                </ul>
+
+                <h4>Session 3: Few-Shot and End-to-End Learning</h4>
+                <ul>
+                    <li><strong>Rotations Are All You Need: A Generic Method for End-To-End OMR</strong> — Antonio Ríos-Vila introduced a novel approach using rotations to simplify and improve end-to-end OMR pipelines.</li>
+                    <li><strong>Few-Shot Music Symbol Classification via Self-Supervised Learning</strong> — María Alfaro-Contreras presented a method for classifying music symbols with minimal training data, leveraging self-supervised learning.</li>
+                    <li><strong>Few-Shot Learning for Layout Analysis of Music Scores</strong> — Francisco J. Castellanos and team conducted a preliminary study on applying few-shot learning to the layout analysis of complex music scores.</li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/new_website/worms-2024.html b/new_website/worms-2024.html
new file mode 100644
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+++ b/new_website/worms-2024.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>The 6th International Workshop on Reading Music Systems 2024</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>The 6th International Workshop on Reading Music Systems 2024</h2>
+            <article>
+                <p>
+                    The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year's workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
+                </p>
+                <h3>Keynote: Beyond Optical Music Recognition</h3>
+                <p>
+                    David Rizo from the University of Alicante delivered the keynote, "Beyond Optical Music Recognition," reflecting on the recent advancements in OMR driven by deep learning techniques. He questioned whether the current research trajectory is adequate to fully address the complexities of OMR and explored the broader implications for creating end-user-centric systems. His presentation dissected the term "OMR" through case studies, providing a critical assessment of its evolution and future.
+                </p>
+                <h3>Highlights from the Paper Sessions</h3>
+                <h4>Session 1: Advancing OMR Models and Analysis</h4>
+                <ul>
+                    <li><strong>Can Multimodal Large Language Models Read Music Score Images?</strong> — Jorge Calvo-Zaragoza and collaborators explored the potential of multimodal language models in OMR, discussing their performance on music score images.</li>
+                    <li><strong>Sheet Music Transformer: End-to-End Full-Page OMR for Pianoform Sheet Music</strong> — Antonio Ríos-Vila and colleagues presented a Transformer-based pipeline for recognizing full-page piano sheet music, emphasizing scalability and efficiency.</li>
+                    <li><strong>Towards Sheet Music Information Retrieval Using Multitask Transformers</strong> — Antonio Ríos-Vila and team proposed a unified approach for sheet music retrieval, combining multiple OMR tasks into a multitask transformer framework.</li>
+                    <li><strong>Semantic Reconstruction of Sheet Music with Graph-Neural Networks</strong> — Guillaume de Lambertye and Alexander Pacha demonstrated how graph neural networks could semantically reconstruct sheet music, enabling more accurate music representation.</li>
+                    <li><strong>Staff Layout Analysis Using the YOLO Platform</strong> — Vojtěch Dvořák and collaborators presented a YOLO-based method for analyzing staff layouts, optimizing structural recognition in OMR.</li>
+                </ul>
+
+                <h4>Session 2: Expanding OMR Applications</h4>
+                <ul>
+                    <li><strong>On Designing a Representation for the Evaluation of OMR Systems</strong> — Pau Torras and colleagues proposed a novel representation for evaluating OMR performance, emphasizing its utility in benchmarking.</li>
+                    <li><strong>Enhanced User-Machine Interaction for Historical Sheet Music Retrieval</strong> — A. Menárguez Box and team introduced a user-machine interaction model for historical sheet music, leveraging musical notation for enhanced retrieval.</li>
+                    <li><strong>Enhancing Recognition of Historical Musical Pieces with Synthetic and Composed Images</strong> — M. Villarreal Ruiz and J. A. Sánchez explored the use of synthetic images to improve recognition accuracy for historical scores.</li>
+                    <li><strong>The CollabScore Project: From Optical Recognition to Multimodal Music Sources</strong> — Benoît Couasnon and collaborators discussed integrating optical and multimodal music sources into a unified platform for music analysis.</li>
+                    <li><strong>Semi-Automatic Annotation of Chinese Suzipu Notation</strong> — Tristan Repolusk and Eduardo Veas presented a component-based approach for annotating Suzipu notation, addressing unique challenges in Chinese music scores.</li>
+                </ul>
+
+                <h4>Session 3: Historical and Handwritten Music</h4>
+                <ul>
+                    <li><strong>OMR on Early Music Sources at the Bavarian State Library with MuRET</strong> — J. Umbreit and S. Schumann discussed automating and scaling OMR for early music sources using MuRET.</li>
+                    <li><strong>OMMR4all Revisited: A Semiautomatic Online Editor for Medieval Music Notations</strong> — Andreas Hartelt and Frank Puppe revisited their online editor for medieval music notations, enhancing usability and automation.</li>
+                    <li><strong>Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks (GANs)</strong> — K. R. Palavala and collaborators demonstrated how GANs could enrich handwritten music datasets for better OMR training.</li>
+                    <li><strong>Crafting Handwritten Notations: Towards Sheet Music Generation</strong> — N. Tirupati and team explored generative methods for creating handwritten sheet music, pushing the boundaries of synthetic data generation.</li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>

From 1e178427ede4a4bc484f4b79a17bc8c7f8bc9f8d Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.bbrouter>
Date: Mon, 9 Dec 2024 12:32:05 +0000
Subject: [PATCH 60/63] move

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diff --git a/new_website/CV-shqip.html b/new_website/CV-shqip.html
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--- a/new_website/CV-shqip.html
+++ /dev/null
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-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Si funksionon Computer Vision? - Blogpost</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>Si funksionon Computer Vision?</h2>
-            <article>
-                <p>Menyra se si njerzit shohin sa eshte komplekse aq eshte edhe mahnitese. Gjithcka filloi milarda vjet me pare, kur disa organizma mikroskopik filluan te zhvillojne disa mutacione qe i ben te ndjeshme ndaj drites. Ne ditet e sotme ekzistojne me qindra mijera organizma qe kane sistem te ngjashem te te parit. Ata kane sy per te kapur driten, pranues (akceptore) ne tru per ta qasur ate drite dhe korteksin vizuel per te procesuar ate. Kjo na mundeson ne te bejme edhe gjerat me te thjeshta sic mund te jete shikimi i perendimit te diellit.</p>
-
-                <p>Ne tri dekadat e fundit, shkenctaret filluan nje studim per te zgjeruar kete aftesi tonen, por jo tek vete njeriu por edhe ne kompjutere (makina) poashtu. Kamera e pare u shpik ne vitin 1816, ku nje kuti e vogel mban nje cope leter e ngjyer ne klorid te argjende klorid (silver chloride). Kur shkrepesi (shutter) ishte i hapur, letra do te eeresohej aty ku ishte e ekzposuar drita. Tani 200 vjet me vone, me nje teknologji shume me te avancuar mund te kapim keto fotografi ne forme digjital ne po te njejten kohe te shprepjes. Kjo do te thote se keto aparate jane te gatshme te imitojne se si njerzit kapim driten the ngjyren. Por, sic duket kjo ishte pjesa me e lehte. Sfida e radhes eshte per keto makina te kuptojne se cfare ka ne keto fotografi.</p>
-
-                <h3>CNN</h3>
-                <p>Nje tip specifik i Neural Networks (NN, shqip: rrjeti nervor) qe mund te arrije saktesi mjaft te mire eshte Convolutional Neural Networks (CNN). CNN fillimisht e copton kete fotografi ne grupe me te vogla te pikseleve qe quhen filter. Cdo filter eshte nje matrice e pikselave, dhe rrjeti (network) ben nje seri kalkulimesh ne keto piksele duke i krahasuar ato kundrejt nje patterni (shqip: model) specifik qe rrjeti po kerkon.</p>
-
-                <p>Kur CNN fillon punen, te gjitha vlerat e filterave jane te caktuar ne menyre te rastesishme. Si rezultat, parashikimet iniciale nuk kane shume kuptim. Sa here qe CNN ben nje parashikim kundrejt te dhenave te etiketuara (labeled data), e shfrytezon nje funksion te gabimit (error function) per te krahasuar sa afer ishte parashikimi me etiketen e vertete te te dhenave.</p>
-
-                <h3>RNN</h3>
-                <p>Ky tip i modeleve quhet Recurrent Neural Network (RNN, shqip: rrjet nervor i perseritur). Perderisa CNN i trajton grupet e pikseleve pavaresisht nga grupet tjera, RNN mund ta mbaje informacionin mbi ate se cka eshte procesuar tashme dhe e perdor ate informacion ne marrjen e vendimeve.</p>
-
-                <p>Ne rastin tone, kemi nje video te paketimit te nje kutie, RNN merr nje sekuence te fotografive te etiketuar si me poshte, kuti e zbrazur, kuti e hapur dhe ne fund kuti e mbyllur, bazuar ne te tri keto etiketa mund t’a etiketoj kete video si “duke paketuar nje kuti”.</p>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
diff --git a/new_website/ML-shqip.html b/new_website/ML-shqip.html
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-<head>
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-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Çka është Machine Learning? - Blogpost</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
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-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>Çka është Machine Learning?</h2>
-            <article>
-                <p>Mësimi Automatik (Machine Learning) është një nga teknologjitë më të reja dhe më tërheqëse në fushën e Shkencave Kompjuterike. Ne çdo ditë përdorim algoritma të cilët bazohen te kjo teknologji. Çdo herë që ne bëmë një kërkim në Google, Bing apo në motorë të tjerë kërkimi habitemi nga shpejtësia dhe saktësia e rezultateve. Një nga arsyet është fakti se këta motorë përdorin algoritma të mësimit automatik të zhvilluar nga kompanitë e mëdha si Google e Microsoft.</p>
-                <p>Esenca e mësimit automatik është fakti që këta algoritma të jenë duke mësuar gjatë gjithë kohës, e jo të mbesin në gjendjen fillestare. Këtu mund ta heqim një paralele me njeriun: ne mësojmë gjatë gjithë kohës, qoftë nga reagimet apo nga rezultatet që shohim.</p>
-                <p>Arthur Lee Samuel ishte pioner në fushën e lojërave kompjuterike dhe inteligjencës artificiale. Ai ka dhënë një përkufizim mbi “Machine Learning” duke e quajtur fushë studimi që i jep kompjuterit aftësinë e të mësuarit pa qenë i programuar në mënyrë ekplicite.</p>
-                <p>Një përkufizim tjetër nga Tom Mitchell është pak më i kuptueshëm. Ai jep këtë përkufizim: “Një program kompjuterik është duke mësuar nga eksperienca E në një detyrë T matur me performancën P, vetëm nëse performanca P në detyrën T përmirsohet gjate eksperiencës E.”</p>
-
-                <h3>Terma nga Mësimi Automatik</h3>
-                <p>Disa terma që do të përdoren më poshtë janë:</p>
-                <ul>
-                    <li><strong>Bashkësia e të dhënave:</strong> Një koleksion i të dhënave të ndërlidhura i përbërë nga elemente të ndara por që nga algoritmat e mësimit automatik trajtohet si një njësi e vetme.</li>
-                    <li><strong>Të dhënat trajnuese:</strong> Një pjesë e një bashkësie të dhënash që përdoret për të trajnuar kompjuterin për të mësuar diçka.</li>
-                    <li><strong>Të dhënat testuese:</strong> Një përqindje më e vogël e të dhënave që përdoret për të testuar algoritmat dhe aftësinë e tyre për të mësuar nga të dhënat trajnuese.</li>
-                </ul>
-                <p><em>Shembull:</em> Në lëndën e matematikës, profesori i lëndës ka një libër me probleme të zgjidhura. Bashkë me profesorin e lëndës kemi zgjidhur 80% të problemeve, mirëpo ai nuk na ka dhënë 20% të problemeve duke thënë se pjesa tjetër e problemeve do të jetë në provim. Profesori përdor këtë 20% të problemeve që ne nuk i kemi parë më parë për të testuar se çfarë kemi mësuar nga 80% të problemeve që kemi parë.</p>
-
-                <h3>Llojet e Algoritmave të Mësimit Automatik</h3>
-                <p>Dallohen disa tipe kryesore të algoritmave të mësimit automatik:</p>
-                <ol>
-                    <li><strong>Mësimi i Mbikëqyrur:</strong> Aplikohen në të dhëna të reja për të parashikuar ngjarje të së ardhmes duke përdorur etiketat (labels).</li>
-                    <li><strong>Mësimi i Pambikëqyrur:</strong> Përdoren kur të dhënat trajnuese nuk janë të klasifikuara apo etiketuara (unlabelled data).</li>
-                    <li><strong>Mësimi i Gjysmë-mbykqyrur:</strong> Kombinon të dhëna të etiketuara dhe të paetiketuara për të trajnuar modelin.</li>
-                    <li><strong>Mësimi i Përforcuar:</strong> Një metodë që bashkëvepron me mjedisin duke prodhuar aksione dhe zbulon gabime dhe shpërblime gjatë këtyre bashkëveprimeve.</li>
-                </ol>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
diff --git a/new_website/NN-shqip.html b/new_website/NN-shqip.html
deleted file mode 100644
index 9969cdaefd..0000000000
--- a/new_website/NN-shqip.html
+++ /dev/null
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-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Çfarë janë Rrjetat Nervore Kompjuterike? - Blogpost</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>Çfarë janë Rrjetat Nervore Kompjuterike?</h2>
-            <article>
-                <h3>Përmbajtja:</h3>
-                <ul>
-                    <li>Përkufizimi i rrjetave nervore kompjuterike</li>
-                    <li>Shembuj</li>
-                    <li>Elementet e rrjetave nervore kompjuterike</li>
-                    <li>Konceptet bazë të rrjetave nervore të thella</li>
-                </ul>
-
-                <h3>Pëkufizimi i rrjetave nervore kompjuterike</h3>
-                <p>Rrjetat nervore kompjuterike (Neural Networks) janë një bashkësi e algoritmeve përllogaritës, të modeluar sipas trurit të njeriut, e të projektuar që të njohin motive apo rregullsi. Çfarëdo qofshin të dhënat në hyrje: fotografi, tekst, seri kohore, këto rrjeta së pari i përkthejnë këto të dhëna në të dhëna numerike, që më pas vendosen nëpër vektorë, e në fund gjendet motivi.</p>
-
-                <h3>Shembuj</h3>
-                <p>Deep learning harton të dhënat që i merr në hyrje deri në rezultatet, duke gjetur korrelacione. Njihet ndryshe edhe si “universal approximator” (përafrues universal), kjo sepse mund të mësojë të përafrojë një funksion të panjohur f(x) = y, midis një hyrje x dhe një dalje y duke supozuar që të dyja kanë njëfarë korrelacioni.</p>
-
-                <h4>Klasifikimi</h4>
-                <p>Të gjitha operacionet e klasifikimit janë plotësisht të varura nga të dhënat e etiketuara. Klasifikimi mund të përdoret në:</p>
-                <ul>
-                    <li>Detektimin e fytyrave, njohjen e njerëzve në imazhe.</li>
-                    <li>Mund të identifikojë objekte në fotografi.</li>
-                    <li>Detekton zëra, identifikon folësit, mund të përkthejë nga zëri në tekst.</li>
-                </ul>
-
-                <h4>Grumbullimi</h4>
-                <p>Grumbullimi, apo në Anglisht “Clustering”, është detektimi i ngjashmërive mes të dhënave që posedojmë. Kjo metode nuk kërkon që të dhënat të kenë etiketa. Rastet ku grumbullimi përdoret më shumë janë:</p>
-                <ul>
-                    <li>Kërkimi: krahasimi i dokumentave, fotografive, zërave.</li>
-                    <li>Detektimi i anomalive: detektimi i sjelljeve të pazakonshme.</li>
-                </ul>
-
-                <h3>Elementet e rrjetave nervore kompjuterike</h3>
-                <p>Çdo rrjetë nervore kompjuterike është e përbërë prej disa shtresave. Këto shtresa janë të përbëra prej nyjeve (nodes). Nyjet janë pikërisht pikat ku zhvillohet përpunimi apo përllogaritja, që deri diku imitojnë neuronet në trurin e njeriut.</p>
-
-                <h3>Konceptet bazë të rrjetave nervore kompjuterike</h3>
-                <p>Rrjetet e të mësuarit të thellë (deep learning) dallohen nga rrjetet njështresore të fshehura nga thellësia e tyre; kjo thellësi përfaqëson numrin e shtresave me nyje nëpër të cilat të dhënat duhet të kalojnë deri sa rrjeti të arrijë të njohi një motiv.</p>
-                <p>Rrjetat “Deep Learning” janë të afta të zbulojnë struktura të fshehura edhe në të dhëna të paetiketuara e pa strukturë, e që janë shumica e të dhënave në botë.</p>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
diff --git a/new_website/about.html b/new_website/about.html
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+++ /dev/null
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-
-
-
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>AIM & CIRMMT Virtual Visit</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-
-
-        <main>
-            <section id="about">
-                <h2>About</h2>
-                <p>
-                    I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of the Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
-                    
-                    My research interests include Optical Music Recognition as well as other MIR-related subfields. My goal is to have computers read sheet music computationally. I started working on this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH, with whom we collaborate closely. 
-                    
-                    I am also the founder and a steering committee member of the <a href="https://www.qmul.ac.uk/ai-and-ethics/" target="_blank">QMUL AI and Ethics Research Group</a>. This group critically examines the ethical dimensions of AI, with a focus on ensuring responsible and inclusive AI applications. The group organizes interdisciplinary seminars, collaborative workshops, and research projects that explore topics such as fairness, accountability, transparency, and the societal implications of AI technologies.
-                </p>
-            </section>
-
-            <section id="education">
-                <h2>Education</h2>
-                <ul>
-                    <li>
-                        <strong>Queen Mary University of London, London — PhD in Artificial Intelligence and Music</strong>
-                        <p><em>September 2019 - Present</em></p>
-                        <p>Key Modules: Advanced Research Methods, Machine Learning, Software Development, Music Informatics, Computer Vision, Deep Learning for Computer Vision, Sound Recording and Production Techniques.</p>
-                        <p>PhD Project: Deep Learning for Optical Music Recognition (OMR) - Working on improving object detection for OMR using R-CNNs, end-to-end OMR with vision transformers and RNNs.</p>
-                    </li>
-                    <li>
-                        <strong>National Tsing Hua University, Hsinchu, Taiwan — MSc in Information Systems and Applications</strong>
-                        <p><em>September 2017 - August 2019</em></p>
-                        <p>Key Modules: Advanced Database, Service Oriented Architecture, Human-Computer Interaction, Data Mining, Machine Learning, Computer Vision.</p>
-                        <p>MSc Project: Fake News Detection Using Word Patterns as Graph Neural Network Inputs.</p>
-                    </li>
-                    <li>
-                        <strong>University of Prishtina, Prishtina, Kosovo — BSc in Telecommunications, Electrical and Computer Engineering</strong>
-                        <p><em>September 2013 - June 2017</em></p>
-                        <p>Key Modules: Signal Processing, Signals and Systems, Mathematics, Physics, Information Theory.</p>
-                        <p>BSc Project: A study on OLED technology and its advantages.</p>
-                    </li>
-                </ul>
-            </section>
-
-            <section id="activities">
-                <h2>Other Activities</h2>
-                <ul>
-                    <li>
-                        <strong>Founder and Co-Chair at the AI, Ethics and Society Group at QMUL -</strong>
-                        <span>Started this initiative a few months ago, now it has around 70 academics from all QMUL schools bringing together their expertise and discussing ethical AI among other topics.</span>
-                    </li>
-                    <li>
-                        <strong>Student Ambassador at QMUL -</strong>
-                        <span>Delivering talks on ML, AI & Creativity in high schools, sharing experiences and opportunities for women in EECS.</span>
-                    </li>
-                    <li>
-                        <strong>Member of the Equality, Inclusion, and Diversity Team at EECS QMUL -</strong>
-                        <span>Conducting interviews, web and social media maintenance.</span>
-                    </li>
-                    <li>
-                        <strong>Medium Contributor -</strong>
-                        <a href="https://medium.com/@e.shatri1" target="_blank">https://medium.com/@e.shatri1</a>
-                    </li>
-                    <li>
-                        <strong>General Chair and Editor -</strong>
-                        <span>WoRMS 2024, WoRMS 2023, WoRMS 2022; Program Committee at WoRMS 2021; Reviewer for ISMIR, MobileCHI, ICIAP.</span>
-                    </li>
-                    <li>
-                        <strong>Member of the Editorial Team -</strong>
-                        <span>Women in MIR (WiMIR) at ISMIR.</span>
-                    </li>
-                </ul>
-            </section>
-        </main>
-
-<footer>
-    <p>© 2024 Elona Shatri. All rights reserved.</p>
-</footer>
-</body>
-</html>
\ No newline at end of file
diff --git a/new_website/aim-cirmmt-visit.html b/new_website/aim-cirmmt-visit.html
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-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>AIM & CIRMMT Virtual Visit</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>Centre for Doctoral Training in AI and Music (AIM) & Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT) Virtual Visit</h2>
-            <article>
-                <p>
-                    Remote working has limited us in many ways, but it has also granted us the liberty of virtually visiting places without boarding an airplane. Virtual visits have become much easier to organize, and this allowed us to connect with IRCAM’s Artificial Creative Intelligence and Data Science (ACIDS) team in Paris back in February. 
-                </p>
-                <p>
-                    This time, we are delighted to “travel” to Canada to meet with the Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT). During this virtual visit, we will share ideas, discuss our research, and showcase the ongoing work from both groups.
-                </p>
-
-                <h3>Event Details</h3>
-                <ul>
-                    <li><strong>Date:</strong> 30th of June 2021</li>
-                    <li><strong>Time:</strong> 2-5 pm (UK time, GMT+1)</li>
-                    <li><strong>Where:</strong> <a href="https://mcgill.zoom.us/j/83537509055" target="_blank">Join via Zoom</a></li>
-                </ul>
-
-                <h3>Presentations</h3>
-                <p>
-                    Each centre will deliver 6-7 presentations by PhD students, totaling 12-14 presentations. Each presentation will last 3-5 minutes. Topics will include:
-                </p>
-                <ul>
-                    <li>Deep learning</li>
-                    <li>Sound synthesis</li>
-                    <li>Gesture and performance analysis</li>
-                    <li>Artificial creativity</li>
-                    <li>Augmented instruments</li>
-                    <li>Generative music</li>
-                    <li>Optical music recognition</li>
-                    <li>Composition and more</li>
-                </ul>
-                <p>
-                    Don’t miss the agenda for a comprehensive overview of the topics covered!
-                </p>
-
-                <h3>Organisers</h3>
-                <ul>
-                    <li><strong>AIM:</strong></li>
-                    <ul>
-                        <li>Elona Shatri: <a href="mailto:e.shatri@qmul.ac.uk">e.shatri@qmul.ac.uk</a></li>
-                        <li>Nick Bryan-Kinns: <a href="mailto:n.bryan-kinns@qmul.ac.uk">n.bryan-kinns@qmul.ac.uk</a></li>
-                    </ul>
-                    <li><strong>CIRMMT:</strong></li>
-                    <ul>
-                        <li>Eduardo Meneses</li>
-                        <li>Carolina Rodríguez</li>
-                    </ul>
-                </ul>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
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diff --git a/new_website/blogposts.html b/new_website/blogposts.html
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@@ -1,55 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Blogposts - Elona Shatri</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
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-        <section id="blogposts">
-            <h2>Blogposts and News</h2>
-            <h3><a href="dummy-link-to-worms-2024" target="_blank">The 6th International Workshop on Reading Music Systems 2024</a></h3>
-            <p>
-                The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year’s workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
-            </p>
-            <!-- Add more blogposts here -->
-
-            <li><a href="uk-qatar.html">UK and Qatar Collaborate on AI Research</a></li>
-            <li><a href="worms-2024.html">The 6th International Workshop on Reading Music Systems 2024</a></li>
-            <li><a href="worms2023.html">The 5th International Workshop on Reading Music Systems 2023</a></li>
-            <li><a href="worms-2022.html">The 4th International Workshop on Reading Music Systems 2022</a></li>
-            <li><a href="worms-2021.html">The 3rd International Workshop on Reading Music Systems 2021</a></li>
-            <li><a href="icaspp2020-review.html">ICASSP 2020 - A review on my favourite papers</a></li>
-            <li><a href="optical-music-recognition.html">What is Optical Music Recognition?</a></li>
-            <li><a href="visum-2020.html">Online VISUM 2020 Highlights</a></li>
-            <li><a href="review-on-GANs.html">A Review on Generative Adversarial Networks</a></li>
-            <li><a href="omr-challenges.html">Optical Music Recognition: State of the Art and Major Challenges</a></li>
-            <li><a href="aim-cirmmt-visit.html">Centre for Doctoral Training in AI and Music (AIM) & CIRMMT Virtual Visit</a></li>
-            <li><a href="CV-shqip.html">Si funksionon Computer Vision?</a></li>
-            <li><a href="ML-shqip.html">Çka është Machine Learning?</a></li>
-            <li><a href="NN-shqip.html">Çfarë janë Rrjetat Nervore Kompjuterike?</a></li>
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-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
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-        <ul>
-            <li><a href="index.html">Home</a></li>
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-        
-    <section id="contact">
-        <h2>Contact</h2>
-        <p>Feel free to reach out via email or connect with me on LinkedIn for collaborations and inquiries.</p>
-        <ul>
-            <li>Email: <a href="mailto:e.shatril@qmul.ac.uk">e.shatri@qmul.ac.uk</a></li>
-            <li>LinkedIn: <a href="https://www.linkedin.com/in/elona-shatri-080b33b5/" target="_blank">Elona Shatri</a></li>
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diff --git a/new_website/icaspp2020-review.html b/new_website/icaspp2020-review.html
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-    <title>ICASSP 2020 - A review on my favourite papers</title>
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-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
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-            <li><a href="projects.html">Projects</a></li>
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-    <main>
-        <section id="blogpost">
-            <h2>ICASSP 2020 - A review on my favourite papers</h2>
-            <article>
-                <h3>On Network Science and Mutual Information for Explaining Deep Neural Networks</h3>
-                <p>
-                    This paper works toward interpretable neural network models. This work is in part of a bigger move in the machine learning community, to open the so-called “black box” and be able to explain how the machine is learning. This study investigates how the information flows through feedforward networks. They propose using information theory on top of the network science to calculate an information measure that represents the amount of information that flows between two neurons. 
-                </p>
-                <p>
-                    The technique to codify this information flow is called Neural Information Flow (NIF). Basically, NIF weights the importance that edges of the neurons have in a multilayer perceptron (MLP) or Convolutional Neural Networks (CNN) while using the mutual information between nodes which is modelled as distribution. Feature attribution is computed as follows, an importance value is placed along all the edges of the network, a product of all these values in a given path is calculated, to finally sum all these products across all possible paths from an input and output. 
-                </p>
-                <p>
-                    NIF provides information on the most crucial paths of a network. Hence, less important parameters can be removed without loss of accuracy, facilitating network pruning at inference time. Furthermore, NIF can help in visualising edge communities, understanding how nodes form communities, for instance in an MLP. This could help in better training of a network, but needs to further be investigated. However, NIF is of a high computation complexity, which seems to be the main area for improvement.
-                </p>
-                <p>
-                    <a href="https://ieeexplore.ieee.org/document/9053078" target="_blank">Read the paper here</a>
-                </p>
-
-                <h3>Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation</h3>
-                <p>
-                    This paper tackles the efficiency of object detection. Object detection is a process of simultaneous localisation and classification. While the first one gives the category the object belongs to, the second one tells where this object is located. Both tasks require robust features that well represent an object. 
-                </p>
-                <p>
-                    However, these tasks have many non-shared characteristics. Classification concentrates on partial areas or the most prominent region during recognition, i.e. the head of a cat, whereas localisation considers a larger area of the image. Classification is translation invariant while localisation has translation variant characteristics. Hence, the authors propose a network that in addition to considering the common properties, also considers task-specific characteristics of both tasks.
-                </p>
-                <p>
-                    They propose altering existing object detection in three stages. Having a lower layer that shares less semantic features between classification and localisation. Consequently, separating the backbone layers to learn task-specific semantic features. Finally, fuse these two separated features by concatenating and 1×1 convolution to have the same number of channels with the separated features. Experimental results show that such an approach can encode two-task specific features while improving performance. However, these improvements are not substantial and further detailed investigation is needed for the task-specific objective functions.
-                </p>
-                <p>
-                    <a href="https://ieeexplore.ieee.org/abstract/document/9054600" target="_blank">Read the paper here</a>
-                </p>
-
-                <h3>Unsupervised Domain Adaptation for Semantic Segmentation with Symmetric Adaptation Consistency</h3>
-                <p>
-                    Domain adaptation deals with learning a predictor when the training and test sets come from a different distribution. An example of this situation could be semantic segmentation. If a network trained in synthetic images, fully labelled, has to segment real-world images. These two types of distributions are very different; therefore, a mapping of features is needed. 
-                </p>
-                <p>
-                    Unsupervised domain adaptation uses the labels from the training time to solve tasks in the shifted distribution data with no labels. This paper utilizes adversarial learning and semi-supervised learning for domain adaptation in semantic segmentation. The two stages of this method are image-to-image translation and feature-level domain adaptation. Firstly, images from source domain are translated to the targeted domain using a translation model. 
-                </p>
-                <p>
-                    Finally, the semantic segmentation model is trained in an adversarial and semi-supervised manner at the same time. This is done by first symmetrically training two segmentation models with adversarial learning and then between the outputs of the two models introduce the consistency into semi-supervised learning to improve accuracy on pseudo labels that highly affect the final adaptation performance. They achieve state-of-the-art performance on semantic segmentation on the GTA-to-Cityscapes.
-                </p>
-                <p>
-                    <a href="https://ieeexplore.ieee.org/document/9053388" target="_blank">Read the paper here</a>
-                </p>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
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diff --git a/new_website/index.html b/new_website/index.html
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-<body>
-    <header>
-        <!-- <img src="assets/images/headshot_elona.jpeg" alt="Elona Shatri" style="width:150px; border-radius:50%;"> -->
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
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-            <li><a href="projects.html">Projects</a></li>
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-            <li><a href="contact.html">Contact</a></li>
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-    <main>
-        <section id="home" style="display:flex; align-items:center; gap:20px;">
-            <img src="assets/images/headshot_elona.jpeg" alt="Elona Shatri"  
-                 style="width:120px; border-radius:50%;">
-            <div>
-                <h2>Welcome</h2>
-                <p>Welcome to my portfolio! I explore the intersections of Artificial Intelligence, ethics, and music technology. Here, you’ll find my research, projects, and datasets.</p>
-            </div>
-        </section>
-        
-        <section id="about">
-            <h2>About</h2>
-            <p>
-                I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of the Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
-                
-                My research interests include Optical Music Recognition as well as other MIR-related subfields. My goal is to have computers read sheet music computationally. I started working on this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH, with whom we collaborate closely. 
-                
-                I am also the founder and a steering committee member of the <a href="https://www.qmul.ac.uk/ai-and-ethics/" target="_blank">QMUL AI and Ethics Research Group</a>. This group critically examines the ethical dimensions of AI, with a focus on ensuring responsible and inclusive AI applications. The group organizes interdisciplinary seminars, collaborative workshops, and research projects that explore topics such as fairness, accountability, transparency, and the societal implications of AI technologies.
-                
-            
-            </p>
-        </section>
-        
-        <section id="research">
-            <h2>Research Interests</h2>
-            <p><strong>Optical Music Recognition:</strong> Enhancing information retrieval in OMR systems through new methodologies.</p>
-            <p><strong>Ethics in AI:</strong> Exploring ethical considerations in AI, focusing on accountability, fairness, and transparency in applications across various domains.</p>
-            <h3>Published Research</h3>
-            <ul>
-                <li><a href="https://arxiv.org/abs/2408.15002" target="_blank">Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.</a></li>
-                <li><a href="https://arxiv.org/abs/2411.16405" target="_blank">Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN, IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024)), 2024.</a></li>
-                <li><a href="https://arxiv.org/abs/2411.16408" target="_blank">Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach, The Sixth IEEE International Conference on Image Processing Applications and Systems, 2024</a></li>
-                <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Crafting Handwritten Notations: Towards Sheet Music Generation, in 6th International Workshop on Reading Music Systems, 2024</a></li>
-                <li><a href="https://sites.google.com/view/worms2021/home" target="_blank">DoReMi: First glance at a universal OMR dataset, in 3rd International Workshop on Reading Music Systems, 2021</a></li>
-                <li><a href="https://arxiv.org/pdf/2211.13285.pdf#page=10" target="_blank">CompldNet: Sheet Music Composer Identification using Deep Neural Network, in 4th International Workshop on Reading Music Systems, 2022</a></li>
-                <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=26" target="_blank">Towards Artificially Generated Handwritten Sheet Music Datasets, in 5th International Workshop on Reading Music Systems, 2023</a></li>
-                <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=32" target="_blank">Improving Sheet Music Recognition using Data Augmentation and Image Enhancement, in 5th International Workshop on Reading Music Systems, 2023</a></li>
-                <li><a href="https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf" target="_blank">Optical Music Recogntion: State of the Art and Major Challenges, in The International Conference on Technologies for Music Notation and Representation, 2020</a></li>
-                <li><a href="https://arxiv.org/abs/2408.14340" target="_blank">Foundation Models for Music: A Survey</a></li>
-            </ul>
-            <h3>Proceedings Editor</h3>
-            <ul>
-                <li><a href="https://arxiv.org/abs/2211.13285" target="_blank">Proceedings of the 4th International Workshop on Reading Music Systems</a></li>
-                <li><a href="https://arxiv.org/pdf/2311.04091" target="_blank">Proceedings of the 5th International Workshop on Reading Music Systems</a></li>
-                <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Proceedings of the 6th International Workshop on Reading Music Systems</a></li>
-            </ul>
-            <h3>Presentations</h3>
-            <ul>
-                <li><a href="https://www.qmul.ac.uk/deri/news--events-/featured-event-policy-forum-of-the-harvard-data-science-review---futureshock/" target="_blank">E. Shatri, “Crafting responsive assessments of AI and tech futures (CREAATIF),” Poster presented at the Policy Forum of the Harvard Data Science Review’s Special Issue on Generative AI (GenAI), June 2024.</a></li>
-                <li><a href="https://bloomsburyfestival.org.uk/events/ai-music-lecture-symposium/" target="_blank">E. Shatri, “Navigating the intersection of AI and creativity: A case study of musicians in the age of GenAI,” Presentation at the AI & Music Lecture Symposium and Jam, Bloomsbury Festival, October 2024.</a></li>
-                <li><a href="https://sites.google.com/view/worms2024/program" target="_blank">Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks, the 6th International Workshop on Reading Music Systems</a></li>
-            </ul>
-        </section>
-        <section id="projects">
-            <h2>Projects and Datasets</h2>
-            <h3><a href="https://www.gov.uk/government/news/uk-and-qatar-launch-project-to-boost-artificial-intelligence-collaboration" target="_blank">Research Assistant (October 2024-): UK and Qatar joint Artificial Intelligence (AI) research commission</a></h3>
-            <p>The UK and Qatar joint Artificial Intelligence (AI) research commission seeks to establish a roadmap for UK-Qatar collaboration on AI that will benefit both countries.</p>
-            <h3><a href="https://www.turing.ac.uk/research/research-projects/crafting-responsive-assessments-ai-tech-impacted-futures-creaatif" target="_blank">Research Assistant (February 2024-): Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF)</a></h3>
-            <p>Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF) aims to bring the voices of creative workers into the foreground, particularly within policy guidance for the UK labour context. </p>
-            <h3><a href="link-to-doremi-project" target="_blank">DoReMi - Data Collection Lifecycle</a></h3>
-            <p>The DoReMi dataset documents the lifecycle of Optical Music Recognition (OMR) data. It serves as a resource for advancing research in OMR systems.</p>
-        </section>        
-        <section id="blogposts">
-            <a href="blogposts.html" class="btn">View All Blogposts</a>
-    
-            <h2>Blogposts and News</h2>
-            <h3><a href="dummy-link-to-worms-2024" target="_blank">The 6th International Workshop on Reading Music Systems 2024</a></h3>
-            <p>
-                The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year’s workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
-            </p>
-            <h3><a href="dummy-link-to-worms-2023" target="_blank">The 5th International Workshop on Reading Music Systems 2023</a></h3>
-            <p>
-                The 5th International Workshop on Reading Music Systems (WoRMS) took place on November 4th, 2023, in Milan, Italy, offering both on-site and remote participation. This year’s workshop showcased a range of cutting-edge research in Optical Music Recognition (OMR), including advancements in medieval music manuscripts, handwritten music synthesis, and few-shot learning.
-            </p>
-            <h3><a href="dummy-link-to-worms-2022" target="_blank">The 4th International Workshop on Reading Music Systems 2022</a></h3>
-            <p>
-                The fourth edition of the International Workshop on Reading Music Systems (WoRMS) was held last Friday, offering another dynamic hybrid experience. Researchers and industry professionals in Optical Music Recognition (OMR) came together to explore the latest advancements and challenges in the field.
-            </p>
-            <h3><a href="dummy-link-to-omr-state-of-the-art" target="_blank">Optical Music Recognition: State of the Art and Major Challenges</a></h3>
-            <p>
-                Recently, I published my very first paper summarizing the state of the art and open challenges in Optical Music Recognition (OMR). The paper discusses paradigm shifts, evolving methodologies, and potential future directions for the field.
-            </p>
-            <h3><a href="dummy-link-to-gan-review" target="_blank">A Review on Generative Adversarial Networks</a></h3>
-            <p>
-                An exploration of how GANs have revolutionized machine learning by bridging generative and discriminative networks. The blog discusses their history, key advancements, and their implications in fields ranging from art to computer vision.
-            </p>
-        </section>
-        
-        <section id="contact">
-            <h2>Contact</h2>
-            <p>Feel free to reach out via email or connect with me on LinkedIn for collaborations and inquiries.</p>
-            <ul>
-                <li>Email: <a href="mailto:e.shatril@qmul.ac.uk">e.shatri@qmul.ac.uk</a></li>
-                <li>LinkedIn: <a href="https://www.linkedin.com/in/elona-shatri-080b33b5/" target="_blank">Elona Shatri</a></li>
-            </ul>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
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diff --git a/new_website/omr-challenges.html b/new_website/omr-challenges.html
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-    <title>Optical Music Recognition: State of the Art and Major Challenges</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
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-            <li><a href="contact.html">Contact</a></li>
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-    <main>
-        <section id="blogpost">
-            <h2>Optical Music Recognition: State of the Art and Major Challenges</h2>
-            <article>
-                <h3>Review paper summary on OMR — paradigm shift and possible directions</h3>
-                <p>
-                    Recently, I got my very first paper accepted to the <a href="https://arxiv.org/abs/2006.07885" target="_blank">International Conference on Technologies for Music Notation and Representation (TENOR) 2020</a>. This experience has been insightful, serving as a guide for my future publishing endeavors.
-                </p>
-                <p>
-                    The paper summarizes prior work and takes a position on progressing Optical Music Recognition (OMR). It highlights the paradigm shift from conventional computer vision methods to end-to-end deep learning techniques.
-                </p>
-
-                <h3>Overview of OMR Pipeline</h3>
-                <p>
-                    The traditional OMR pipeline consists of four stages: image preprocessing, musical object detection, musical symbol reconstruction, and encoding into a machine-readable format. Each stage has seen advancements over the years:
-                </p>
-                <ul>
-                    <li>
-                        <strong>Image Preprocessing:</strong> Techniques like binarization, blurring, deskewing, and noise removal have evolved from traditional methods to neural networks such as sectional auto-encoders.
-                    </li>
-                    <li>
-                        <strong>Musical Object Detection:</strong> This stage benefits from computer vision advancements. Methods like Fast R-CNNs and Single Shot Detectors (SSD) use pre-trained models fine-tuned on datasets like MUSCIMA++.
-                    </li>
-                    <li>
-                        <strong>Musical Symbol Reconstruction:</strong> Structural and semantic relationships between symbols are reconstructed using heuristics and rules. Recent research explores deep learning for this stage, though challenges remain in capturing music's spatial and temporal dependencies.
-                    </li>
-                    <li>
-                        <strong>Encoding:</strong> Outputs are stored in formats like MIDI and MusicXML, supporting various levels of replayability and structural representation.
-                    </li>
-                </ul>
-
-                <h3>Challenges in OMR</h3>
-                <p>
-                    Despite progress, several challenges persist:
-                </p>
-                <ul>
-                    <li>Lack of large labeled datasets for training.</li>
-                    <li>Improving accuracy in detecting music objects and staff lines.</li>
-                    <li>Reconstructing semantic relationships between symbols.</li>
-                    <li>Standardizing output formats, evaluation metrics, and representations.</li>
-                </ul>
-
-                <h3>Paradigm Shift to End-to-End Learning</h3>
-                <p>
-                    The field is moving towards end-to-end deep learning models, streamlining processes like symbol detection and semantic reconstruction. These methods promise efficiency but require solving representation and standardization challenges.
-                </p>
-
-                <h3>Conclusion</h3>
-                <p>
-                    Optical Music Recognition is a fascinating field bridging music and AI. My paper highlights its evolution, challenges, and future directions, paving the way for innovative research. <a href="https://arxiv.org/abs/2006.07885" target="_blank">Read more about it here</a>.
-                </p>
-
-                <h3>References</h3>
-                <ul>
-                    <li>I. Fujinaga, “Optical music recognition using projections,” PhD dissertation, McGill University Montreal, Canada, 1988.</li>
-                    <li>B. Couasnon, et al., “Using logic programming languages for optical music recognition,” In Proceedings of the Third International Conference on The Practical Application of Prolog, 1995.</li>
-                    <li>A. Fornes, et al., “Writer identification in old handwritten music scores,” 2008 The Eighth IAPR International Workshop on Document Analysis Systems. IEEE, 2008, pp. 347–353.</li>
-                    <li>A. Pacha, et al., “Handwritten Music Object Detection: Open Issues and Baseline Results,” 2018 13th IAPR International Workshop on Document Analysis Systems (DAS). Vienna: IEEE, 2018.</li>
-                    <li>E. Shatri and G. Fazekas, “Optical Music Recognition: State of the Art and Major Challenges”, arXiv preprint arXiv:2006.07885, 2020.</li>
-                </ul>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
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diff --git a/new_website/optical-music-recognition.html b/new_website/optical-music-recognition.html
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-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>What is Optical Music Recognition?</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>What is Optical Music Recognition?</h2>
-            <article>
-                <p>
-                    I have always been enthusiastic to explore Computer Vision; equally, music has also been a great part of my life. Combined, they make a great research problem! Four months ago, I commenced a 4-year Ph.D. program. So far, it has been an insane journey in terms of how much I have learned and the enthusiasm to learn more.
-                </p>
-                <p>
-                    The research problem I am undertaking is Optical Music Recognition (OMR), more pointedly, investigating if Deep Learning can assist in improving the performances of the current methods.
-                </p>
-                <p>
-                    For you to get to comprehend this problem a little bit more, I will attempt to clarify what OMR is, the conventional methods used, and the main issues needed to be tackled in the future.
-                </p>
-
-                <h3>What is OMR?</h3>
-                <p>
-                    Most of us have presumably used Google Translate and its camera translation feature by now. By just taking a picture of a text, we save time and avoid learning Chinese or other languages. Now let us think of how this feature would apply to music. Musicians still write on music sheets or blank paper. However, if they want to share their music, they will have to transcribe it into a computer. A computer-readable music file would be more accessible. 
-                </p>
-                <p>
-                    Therefore, the motivation behind this research is the possibility of allowing composers and musicians to not only transcribe and edit music by taking a picture of the sheet music but ultimately share and play their pieces. OMR would also assist in music statistics and enable searchability for notations, similar to searching for text.
-                </p>
-                <p>
-                    Calvo-Zaragoza et al. provide a clear definition of OMR, calling it a research field:
-                    <blockquote>
-                        Optical Music Recognition is a field of research that investigates how to computationally read music notation in documents.
-                    </blockquote>
-                </p>
-
-                <h3>The Standard Pipeline</h3>
-                <p>
-                    The research field was established at MIT in the late 1960s, using scanned printed music sheets. Based on the studies conducted, a standard pipeline was formed to reflect approaches taken to solve the problem (see Figure 1).
-                </p>
-                <figure>
-                    <img src="assets/images/omr-pipeline.png" alt="The standard OMR pipeline">
-                    <figcaption>Figure 1. The standard OMR pipeline (Image by author)</figcaption>
-                </figure>
-                <p>
-                    The usual inputs to this pipeline are scans or pictures of printed/handwritten music sheets. These images are processed through techniques like binarization, blurring, and deskewing to reduce noise.
-                </p>
-
-                <h3>Deep Learning for OMR</h3>
-                <p>
-                    We aim to explore new ways of performing OMR steps using Deep Learning (DL). Most DL models are based on artificial neural networks inspired by biological neural networks. These networks consist of multiple layers with nodes (neurons), including input, hidden, and output layers.
-                </p>
-                <p>
-                    Our initial approach is to apply DL to the second stage of OMR: music object detection. This requires a vast dataset containing images of music sheets with corresponding ground truth data for training the model. The dataset must include test data unseen by the model to evaluate its generalization performance.
-                </p>
-                <p>
-                    The research also proposes standardization of input/output formats and evaluation criteria to ensure consistent results.
-                </p>
-
-                <h3>References</h3>
-                <ul>
-                    <li>
-                        A. Rebelo, I. Fujinaga, F. Paszkiewicz, A. R. S. Marcal, C. Guedes, and J. S. Cardoso, “Optical music recognition: state-of-the-art and open issues,” <i>Int J Multimed Info Retr</i>, vol. 1, no. 3, pp. 173–190, Oct. 2012. 
-                        <a href="http://link.springer.com/10.1007/s13735-012-0004-6" target="_blank">Read online</a>.
-                    </li>
-                    <li>
-                        J. Calvo-Zaragoza, J. Hajic Jr., and A. Pacha, “Understanding Optical Music Recognition,” arXiv:1908.03608 [cs, eess], Aug. 2019. 
-                        <a href="http://arxiv.org/abs/1908.03608" target="_blank">Read online</a>.
-                    </li>
-                    <li>
-                        Pacha, Alexander, Jan Hajič, and Jorge Calvo-Zaragoza. “A baseline for general music object detection with deep learning.” <i>Applied Sciences</i> 8.9 (2018): 1488.
-                    </li>
-                </ul>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
diff --git a/new_website/projects.html b/new_website/projects.html
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-
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Blogposts - Elona Shatri</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-    </section>
-        
-    <section id="projects">
-        <h2>Projects and Datasets</h2>
-        <h3><a href="https://www.gov.uk/government/news/uk-and-qatar-launch-project-to-boost-artificial-intelligence-collaboration" target="_blank">Research Assistant (October 2024-): UK and Qatar joint Artificial Intelligence (AI) research commission</a></h3>
-        <p>The UK and Qatar joint Artificial Intelligence (AI) research commission seeks to establish a roadmap for UK-Qatar collaboration on AI that will benefit both countries.</p>
-        <h3><a href="https://www.turing.ac.uk/research/research-projects/crafting-responsive-assessments-ai-tech-impacted-futures-creaatif" target="_blank">Research Assistant (February 2024-): Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF)</a></h3>
-        <p>Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF) aims to bring the voices of creative workers into the foreground, particularly within policy guidance for the UK labour context. </p>
-        <h3><a href="link-to-doremi-project" target="_blank">DoReMi - Data Collection Lifecycle</a></h3>
-        <p>The DoReMi dataset documents the lifecycle of Optical Music Recognition (OMR) data. It serves as a resource for advancing research in OMR systems.</p>
-    </section>    
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
-
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diff --git a/new_website/research.html b/new_website/research.html
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-
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Blogposts - Elona Shatri</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-    </section>
-        
-    <section id="research">
-        <h2>Research Interests</h2>
-        <p><strong>Optical Music Recognition:</strong> Enhancing information retrieval in OMR systems through new methodologies.</p>
-        <p><strong>Ethics in AI:</strong> Exploring ethical considerations in AI, focusing on accountability, fairness, and transparency in applications across various domains.</p>
-        <h3>Published Research</h3>
-        <ul>
-            <li><a href="https://arxiv.org/abs/2408.15002" target="_blank">Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.</a></li>
-            <li><a href="https://arxiv.org/abs/2411.16405" target="_blank">Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN, IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024)), 2024.</a></li>
-            <li><a href="https://arxiv.org/abs/2411.16408" target="_blank">Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach, The Sixth IEEE International Conference on Image Processing Applications and Systems, 2024</a></li>
-            <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Crafting Handwritten Notations: Towards Sheet Music Generation, in 6th International Workshop on Reading Music Systems, 2024</a></li>
-            <li><a href="https://sites.google.com/view/worms2021/home" target="_blank">DoReMi: First glance at a universal OMR dataset, in 3rd International Workshop on Reading Music Systems, 2021</a></li>
-            <li><a href="https://arxiv.org/pdf/2211.13285.pdf#page=10" target="_blank">CompldNet: Sheet Music Composer Identification using Deep Neural Network, in 4th International Workshop on Reading Music Systems, 2022</a></li>
-            <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=26" target="_blank">Towards Artificially Generated Handwritten Sheet Music Datasets, in 5th International Workshop on Reading Music Systems, 2023</a></li>
-            <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=32" target="_blank">Improving Sheet Music Recognition using Data Augmentation and Image Enhancement, in 5th International Workshop on Reading Music Systems, 2023</a></li>
-            <li><a href="https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf" target="_blank">Optical Music Recogntion: State of the Art and Major Challenges, in The International Conference on Technologies for Music Notation and Representation, 2020</a></li>
-            <li><a href="https://arxiv.org/abs/2408.14340" target="_blank">Foundation Models for Music: A Survey</a></li>
-        </ul>
-        <h3>Proceedings Editor</h3>
-        <ul>
-            <li><a href="https://arxiv.org/abs/2211.13285" target="_blank">Proceedings of the 4th International Workshop on Reading Music Systems</a></li>
-            <li><a href="https://arxiv.org/pdf/2311.04091" target="_blank">Proceedings of the 5th International Workshop on Reading Music Systems</a></li>
-            <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Proceedings of the 6th International Workshop on Reading Music Systems</a></li>
-        </ul>
-        <h3>Presentations</h3>
-        <ul>
-            <li><a href="https://www.qmul.ac.uk/deri/news--events-/featured-event-policy-forum-of-the-harvard-data-science-review---futureshock/" target="_blank">E. Shatri, “Crafting responsive assessments of AI and tech futures (CREAATIF),” Poster presented at the Policy Forum of the Harvard Data Science Review’s Special Issue on Generative AI (GenAI), June 2024.</a></li>
-            <li><a href="https://bloomsburyfestival.org.uk/events/ai-music-lecture-symposium/" target="_blank">E. Shatri, “Navigating the intersection of AI and creativity: A case study of musicians in the age of GenAI,” Presentation at the AI & Music Lecture Symposium and Jam, Bloomsbury Festival, October 2024.</a></li>
-            <li><a href="https://sites.google.com/view/worms2024/program" target="_blank">Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks, the 6th International Workshop on Reading Music Systems</a></li>
-        </ul>
-    </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
-
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diff --git a/new_website/review-on-GANs.html b/new_website/review-on-GANs.html
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-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>A Review on Generative Adversarial Networks</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>A Review on Generative Adversarial Networks</h2>
-            <article>
-                <h3>How did the GANs change the way machine learning works?</h3>
-                <p>
-                    The history of deep learning has shown to be a bit unusual. Many practices, such as convolutional neural networks, invented in the 80s, had a comeback only after 20 years. While most methods had a comeback, Generative Adversarial Networks (GANs) were one of the most innovative techniques in deep learning in the past decade.
-                </p>
-                <p>
-                    GANs were first proposed by Goodfellow et al. [1] at the University of Montreal. The framework consists of a generator and a discriminator, with the generator attempting to create realistic data to fool the discriminator, while the discriminator learns to differentiate between real and generated data. The two networks compete against each other, pushing each other to improve.
-                </p>
-
-                <h3>Core Concept of GANs</h3>
-                <p>
-                    GANs consist of a generator that maps a latent space to a data distribution and a discriminator that distinguishes real data from generated data. The generator’s goal is to trick the discriminator, while the discriminator works to accurately classify data as real or generated.
-                </p>
-                <p>
-                    GANs are designed not to reproduce training data but to create novel data that resembles the original distribution. This adversarial setup creates a two-person game aiming for equilibrium, where neither network can improve further.
-                </p>
-
-                <h3>Challenges in GAN Training</h3>
-                <p>
-                    Achieving and maintaining equilibrium is challenging. Additionally, validating whether the generator has learned to produce a realistic data distribution is difficult compared to traditional deep learning methods.
-                </p>
-                <p>
-                    The performance of GANs depends heavily on the amount of data and network depth, which can require computational resources currently beyond reach.
-                </p>
-
-                <h3>Applications of GANs</h3>
-                <p>
-                    GANs have broad applications in art, fashion, advertising, science, and video games. However, they have also been used maliciously, such as creating fake social media profiles with synthesized images.
-                </p>
-
-                <h3>Key Developments in GANs</h3>
-                <ul>
-                    <li>
-                        <strong>Deep Convolutional GANs (DCGANs):</strong> Uses CNNs instead of multilayer perceptrons, with techniques like deconvolution and batch normalization to improve performance.
-                    </li>
-                    <li>
-                        <strong>Improved GANs:</strong> Introduces minibatch discrimination, virtual batch normalization, and feature matching.
-                    </li>
-                    <li>
-                        <strong>LAPGAN:</strong> Generates higher-resolution images using a Laplacian pyramid.
-                    </li>
-                    <li>
-                        <strong>CycleGAN:</strong> Performs image-to-image translation without aligned pairs, leveraging adversarial and cycle consistency loss.
-                    </li>
-                    <li>
-                        <strong>PACGAN:</strong> Addresses mode collapse by enabling the discriminator to make decisions based on multiple samples.
-                    </li>
-                    <li>
-                        <strong>SAGAN:</strong> Utilizes self-attention and spectral normalization for improved image generation.
-                    </li>
-                </ul>
-
-                <h3>Open Challenges</h3>
-                <p>
-                    GANs struggle with generating discrete data and measuring the uncertainty of a trained generative network. Addressing these limitations remains an area of active research.
-                </p>
-
-                <h3>References</h3>
-                <ul>
-                    <li>
-                        I. Goodfellow, et al., “Generative adversarial nets,” <i>Advances in Neural Information Processing Systems</i>, 2014.
-                    </li>
-                    <li>
-                        A. Radford, et al., “Unsupervised representation learning with deep convolutional generative adversarial networks,” arXiv preprint, 2015.
-                    </li>
-                    <li>
-                        T. Salimans, et al., “Improved techniques for training GANs,” <i>Advances in Neural Information Processing Systems</i>, 2016.
-                    </li>
-                    <li>
-                        E. L. Denton, et al., “Deep generative image models using a Laplacian pyramid of adversarial networks,” <i>Advances in Neural Information Processing Systems</i>, 2015.
-                    </li>
-                    <li>
-                        T. Karras, et al., “Progressive growing of GANs for improved quality, stability, and variation,” arXiv preprint, 2017.
-                    </li>
-                    <li>
-                        J.-Y. Zhu, et al., “Unpaired image-to-image translation using cycle-consistent adversarial networks,” <i>Proceedings of the IEEE International Conference on Computer Vision</i>, 2017.
-                    </li>
-                    <li>
-                        Z. Lin, et al., “PACGAN: The power of two samples in generative adversarial networks,” <i>Advances in Neural Information Processing Systems</i>, 2018.
-                    </li>
-                    <li>
-                        H. Zhang, et al., “Self-attention generative adversarial networks,” arXiv preprint, 2018.
-                    </li>
-                </ul>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
diff --git a/new_website/teaching.html b/new_website/teaching.html
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-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Blogposts - Elona Shatri</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-            <section>
-                <h2>Teaching Fellow Experience</h2>
-                <ul>
-                    <li>
-                        <strong>Data Mining (Postgrad) -</strong>
-                        <span>Designing syllabus, labs, and assignments. Lecture and lab delivery, student support, marking, exam setting, teaching admin, and training/supervising new demonstrators. <em>2023-2024</em></span>
-                    </li>
-                </ul>
-
-                <h2>Senior Demonstrator</h2>
-                <ul>
-                    <li>
-                        <strong>Professional and Research Practice (Undergrad) -</strong>
-                        <span>Designing labs and assignments, lab delivery, student support, marking, teaching, and general admin. Training and supervising new demonstrators. <em>2023</em></span>
-                    </li>
-                </ul>
-
-                <h2>Demonstrator</h2>
-                <ul>
-                    <li>
-                        <strong>Machine Learning (Postgrad) -</strong>
-                        <span>Delivering labs, student support, marking assignments and exams. <em>2020-2021</em></span>
-                    </li>
-                    <li>
-                        <strong>Machine Learning for Visual Data (Postgrad) -</strong>
-                        <span>Delivering labs, student support, marking assignments and exams. <em>2021</em></span>
-                    </li>
-                    <li>
-                        <strong>Research Methods and Responsible Innovation (Postgrad) -</strong>
-                        <span>Designing and delivering labs and workshops, student support. <em>2020-2022</em></span>
-                    </li>
-                    <li>
-                        <strong>Data Mining (Undergrad and Postgrad) -</strong>
-                        <span>Delivering labs, student support, marking assignments and exams. <em>2021-2023</em></span>
-                    </li>
-                </ul>
-            </section>
-
-            <section>
-                <h2>Supervising MSc Students</h2>
-                <p>Working on Music and Computer Vision-related tasks, supervising and ensuring qualitative work, weekly meetings, and admin.</p>
-                <ul>
-                    <li>Sheet Music Composer Identification using Convolutional Neural Network</li>
-                    <li>Sheet Music Classification with Convolutional Neural Network</li>
-                    <li>Generating Handwritten Sheet Music using Style Transfer</li>
-                    <li>Generating Indian Tabla Music</li>
-                    <li>Image Enhancement for an Improved Optical Music Recognition</li>
-                    <li>Generative Adversarial Network Architectures to Enhance Handwritten Optical Music Recognition Datasets</li>
-                    <li>Self-Supervised Few-Shot Learning for Music Symbol Classification in Historical Manuscripts</li>
-                    <li>Models for Full-page Music Generation</li>
-                </ul>
-            </section>
-        
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
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diff --git a/new_website/uk-qatar.html b/new_website/uk-qatar.html
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-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>UK-Qatar AI Collaboration</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
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-            <li><a href="projects.html">Projects</a></li>
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-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>UK and Qatar Collaborate on AI Research</h2>
-            <article>
-                <p>
-                    The UK and Qatar have launched a joint Artificial Intelligence (AI) research commission to explore collaborative opportunities in AI development. The initiative is led by <strong>Professor David Leslie</strong> from Queen Mary University of London, in partnership with Hamad Bin Khalifa University (HBKU) in Qatar.
-                </p>
-                <p>
-                    As a research assistant to Professor Leslie, I am contributing to this project, which focuses on ethical AI innovation, policy frameworks, and fostering international cooperation. Supported by Qatar's Ministry of Foreign Affairs, MCIT, and QRDI Council, along with the UK Government's Gulf Strategy Fund, this collaboration aims to unlock AI's potential for societal and economic progress.
-                </p>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
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-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Online VISUM 2020 Highlights</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>Online VISUM 2020 Highlights</h2>
-            <article>
-                <p>
-                    From July 3rd to July 10th, I attended the VISUM summer school online. Originally planned to take place in Porto, it was moved online due to the pandemic.
-                </p>
-                <p>
-                    The itinerary included lectures, AI shots, and a main competition. The lectures covered topics like machine learning, deep learning, information security, and AI. The AI shots were short 30-minute talks by industry professionals on AI use cases in their work.
-                </p>
-
-                <h3>Lecture Highlights</h3>
-                <p>
-                    Jaime Cardoso (INESC TEC and the University of Porto FEUP) provided a detailed lecture on computer vision (CV) and machine learning (ML), covering deep learning, artificial intelligence, and their history.
-                </p>
-                <p>
-                    One highlight was professor Johan Suykens’ lecture on Deep Learning and Kernel Machines. He discussed function estimation, LS-SVM, kernel spectral clustering, restricted kernel machines, and generative models.
-                </p>
-                <p>
-                    Pascal Mettes (University of Amsterdam) gave an engaging talk on action recognition, discussing video representation, zero-shot learning, self-supervised learning, and graph neural networks for action understanding.
-                </p>
-                <p>
-                    Professor Nicolas Courty’s talk on Optimal Transport in Deep Learning was equally intriguing, diving into Wasserstein Loss, domain adaptation, and Monge mapping.
-                </p>
-                <p>
-                    Professor Marta Gomez-Barrero delivered an insightful talk on Information Security, covering cryptography, biometrics, user authentication, and a case study on Cancelable Biometrics Based on Bloom Filters [2].
-                </p>
-                <p>
-                    Mauricio Reyes (University of Bern) discussed Interpretability in ML for Medical Imaging, differentiating between explainability and interpretability and emphasizing their importance in medical applications.
-                </p>
-
-                <h3>The Competition</h3>
-                <p>
-                    The most exciting part was the competition. From 70+ participants, we formed teams of three to work on a fish detection problem. Using methodologies like YOLO, Faster R-CNN, and transfer learning with pre-trained models, the winning teams achieved results close to the state of the art.
-                </p>
-
-                <h3>References</h3>
-                <ul>
-                    <li>
-                        Suykens, J. A. K., et al. “Least squares support vector machine classifiers: a large scale algorithm.” <i>Proceedings of the European Conference on Circuit Theory and Design</i>, Vol. 10, 1999.
-                    </li>
-                    <li>
-                        Rathgeb, Christian, et al. “Towards cancelable multi-biometrics based on bloom filters: a case study on feature level fusion of face and iris.” <i>3rd International Workshop on Biometrics and Forensics (IWBF 2015)</i>. IEEE, 2015.
-                    </li>
-                </ul>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
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-    <title>The 3rd International Workshop on Reading Music Systems 2021</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
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-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>The 3rd International Workshop on Reading Music Systems 2021</h2>
-            <article>
-                <p>
-                    The third edition of the International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting on Friday, 23rd of July 2021. It brought together researchers and industry professionals working in Optical Music Recognition (OMR). This edition featured 11 papers on a variety of topics and an 
-                    <a href="https://drive.google.com/file/d/1IDgOaW8tGxJt9Top7x7GSZXLsAo-XVcb/view" target="_blank">outstanding keynote from Anthony Wilkes (Organum Ltd)</a> discussing the design of ReadScoreLib.
-                </p>
-                <img src="assets/img/worms2021.png" alt="WoRMS 2021">
-                <p>Below are summaries of some of the presented papers:</p>
-
-                <h3><a href="https://drive.google.com/file/d/17BdTUfU6Fk8qyrpxo6L-BGTqIhLvStL5/view" target="_blank">Hybrid Annotation Systems for Music Transcription</a></h3>
-                <p>
-                    This paper explores combining human annotation and automated methods for music transcription. Results showed that audio extracts enhanced performance, particularly for short music segments.
-                </p>
-
-                <h3><a href="https://drive.google.com/file/d/17Dp9gIjQPZVwSFJzKK8QA6Xjcgv894wj/view" target="_blank">Neural Network for Handwritten Melodies</a></h3>
-                <p>
-                    Aimed at digital archiving for the University Library of Regensburg, this paper evaluates neural networks for recognising handwritten monophonic scores. Challenges include limited annotated data.
-                </p>
-
-                <h3><a href="https://arxiv.org/abs/2107.07786" target="_blank">DoReMi: A Universal OMR Dataset</a></h3>
-                <p>
-                    Our work presents DoReMi, a new dataset aimed at addressing challenges in OMR. We demonstrated baseline experiments using Faster R-CNN models for object detection.
-                </p>
-
-                <h3><a href="https://drive.google.com/file/d/10uUCaORERAzD-ISSm6FUeNNOOzrTRDzF/view" target="_blank">Reconstructing Digits in Music Scores</a></h3>
-                <p>
-                    This research highlights challenges in recognising and reconstructing digits in sheet music, achieving limited accuracy on real-world scores despite using deep learning.
-                </p>
-
-                <h3><a href="https://drive.google.com/file/d/1uSIrbiLrx1RfXEV86STS7XRuwJoa34O7/view" target="_blank">Detecting Staves and Measures with Deep Learning</a></h3>
-                <p>
-                    This paper investigates strategies to detect structural elements in music scores. Faster R-CNNs performed best for detecting system measures and staves.
-                </p>
-
-                <h3><a href="https://drive.google.com/file/d/1ZBRaOwsTkdOUo6sfm9xdQPuPMNyM89ho/view" target="_blank">Unsupervised Neural Document Analysis</a></h3>
-                <p>
-                    This study proposes combining Domain Adaptation with Selectional Auto-Encoders for unsupervised document analysis, slightly improving state-of-the-art results.
-                </p>
-
-                <h3><a href="https://drive.google.com/file/d/1ZDlU0WDmqC4-37s2gkCf2nOAt4Z5Ow-S/view" target="_blank">Multimodal Audio and Image Music Transcription</a></h3>
-                <p>
-                    This proof-of-concept explores combining OMR and AMT predictions, demonstrating slight improvements in error rates for monophonic scores.
-                </p>
-
-                <h3><a href="https://drive.google.com/file/d/1o4zm_fx_Fa7zclWkqgbVLx2x3DuvZidz/view" target="_blank">Sequential Next-Symbol Prediction</a></h3>
-                <p>
-                    This paper introduces a sequential classification-based approach to music scores using CNNs, addressing training set limitations.
-                </p>
-
-                <h3><a href="https://drive.google.com/file/d/1WAhrcPRzpuoB1fJsMkGCZamIp1CHv3c5/view" target="_blank">Agnostic Transcription and Machine Encoding</a></h3>
-                <p>
-                    This work focuses on encoding outputs from OMR into machine-readable formats using Machine Translation techniques.
-                </p>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
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-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>The 4th International Workshop on Reading Music Systems 2022</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>The 4th International Workshop on Reading Music Systems 2022</h2>
-            <article>
-                <p>
-                    The fourth edition of the International Workshop on Reading Music Systems (WoRMS) was held last Friday, offering another dynamic hybrid experience. Researchers and industry professionals in Optical Music Recognition (OMR) came together to explore the latest advancements and challenges in the field. This year’s workshop featured nine diverse papers spanning topics such as dataset challenges, deep learning innovations, and integration of language models, alongside an engaging keynote by Marie Chupeau (Magic LEMP).
-                </p>
-                <h3>Keynote: Advancing OMR with MaestrIA</h3>
-                <p>
-                    Marie Chupeau opened the workshop by presenting Magic LEMP's OMR solution, MaestrIA, developed for Newzik. She shared insights into their experiments with neural architectures for sequential, mask, and object detection approaches, highlighting the potential of score generation as an asset in OMR. Her discussion delved into the design process of their score generator, sparking interest and questions about how such systems might reshape music digitization.
-                </p>
-                <h3>Highlights from the Paper Sessions</h3>
-                <h4>Session 1: Datasets and Training Challenges</h4>
-                <ul>
-                    <li>
-                        <strong><a href="#">Challenging Sources: A New Dataset for OMR of Diverse 19th-Century Music Theory Examples</a></strong>  
-                        — Fabian C. Moss and collaborators introduced a dataset targeting diverse 19th-century music theory materials, addressing the need for varied and challenging OMR training sets.
-                    </li>
-                    <li>
-                        <strong><a href="#">CompIdNet: Sheet Music Composer Identification Using Deep Neural Networks</a></strong>  
-                        — Dnyanesh Walwadkar and colleagues presented their work on composer identification through deep learning, adding a novel dimension to OMR.
-                    </li>
-                    <li>
-                        <strong><a href="#">Obstacles with Synthesizing Training Data for OMR</a></strong>  
-                        — Jiří Mayer and Pavel Pecina explored challenges in generating synthetic training data, identifying issues when bridging the gap between synthetic and real-world datasets.
-                    </li>
-                </ul>
-
-                <h4>Session 2: Full-Page and Graph-Based OMR</h4>
-                <ul>
-                    <li>
-                        <strong><a href="#">End-To-End Full-Page Optical Music Recognition of Monophonic Documents via Score Unfolding</a></strong>  
-                        — Antonio Ríos-Vila and team proposed a full-page recognition pipeline leveraging a score unfolding mechanism for monophonic documents.
-                    </li>
-                    <li>
-                        <strong><a href="#">End-to-End Graph Prediction for Optical Music Recognition</a></strong>  
-                        — Carlos Garrido-Muñoz and collaborators discussed graph-based models, enabling efficient encoding of complex music notation relationships.
-                    </li>
-                    <li>
-                        <strong><a href="#">Efficient Approaches for Notation Assembly in Optical Music Recognition</a></strong>  
-                        — Carlos Penarrubia and co-authors presented techniques for efficiently assembling notations post-recognition, optimizing the final stages of the OMR pipeline.
-                    </li>
-                </ul>
-
-                <h4>Session 3: Applications and Enhancements</h4>
-                <ul>
-                    <li>
-                        <strong><a href="#">Computer-Assisted Measure Detection in a Music Score-Following Application</a></strong>  
-                        — Eran Egozy and Ian Clester focused on integrating measure detection for applications in score-following, emphasizing real-time performance aids.
-                    </li>
-                    <li>
-                        <strong><a href="#">Automated Transcription of Electronic Drumkits</a></strong>  
-                        — Florent Jacquemard and team showcased their work on transcribing electronic drumkit performances, bridging electronic and traditional score representation.
-                    </li>
-                    <li>
-                        <strong><a href="#">Improving Handwritten Music Recognition through Language Model Integration</a></strong>  
-                        — Pau Torras and colleagues demonstrated how language models could enhance recognition accuracy, particularly for handwritten scores.
-                    </li>
-                </ul>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
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-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>The 5th International Workshop on Reading Music Systems 2023</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
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-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>The 5th International Workshop on Reading Music Systems 2023</h2>
-            <article>
-                <p>
-                    The 5th International Workshop on Reading Music Systems (WoRMS) took place on November 4th, 2023, in Milan, Italy, offering both on-site and remote participation. This year’s workshop showcased a range of cutting-edge research in Optical Music Recognition (OMR), including advancements in medieval music manuscripts, handwritten music synthesis, and few-shot learning. The program featured three engaging paper sessions and a thought-provoking keynote by Werner Goebl, emphasizing community-driven solutions to perfect music score corpora.
-                </p>
-                <h3>Keynote: Perfecting Music Scores with Crowd-Sourced Validation</h3>
-                <p>
-                    Werner Goebl from the University of Music and Performing Arts Vienna delivered the keynote titled "The Final Stretch of OMR: Perfecting Music Score Corpora with Browser-Based Editing and Validation." Goebl introduced <em>mei-friend</em>, a browser-based editing and validation interface that facilitates community-driven corrections to OMR-generated scores. This innovative tool juxtaposes source score images with their digital renderings, enabling crowdsourced validation to ensure pristine accuracy. The keynote sparked discussions on how decentralized, open systems can contribute to a FAIR (Findable, Accessible, Interoperable, and Reusable) digital music ecosystem.
-                </p>
-                <h3>Highlights from the Paper Sessions</h3>
-                <h4>Session 1: Historical and Multicultural Perspectives</h4>
-                <ul>
-                    <li><strong>Optical Music Recognition Workflow for Medieval Music Manuscripts</strong> — Ichiro Fujinaga and Gabriel Vigliensoni explored workflows tailored to the unique challenges of medieval manuscripts, emphasizing the importance of preserving historical notations.</li>
-                    <li><strong>The Suzipu Musical Annotation Tool</strong> — Tristan Repolusk and Eduardo Veas introduced <em>Suzipu</em>, a tool designed to create machine-readable datasets for ancient Chinese music, bridging gaps in cultural heritage digitization.</li>
-                    <li><strong>The OmniOMR Project</strong> — Jan Hajič, jr., and collaborators presented a comprehensive framework for OMR, addressing multi-lingual and multi-modal requirements for diverse music scores.</li>
-                    <li><strong>Towards Music Notation and Lyrics Alignment</strong> — Juan Carlos Martinez-Sevilla and Francisco J. Castellanos shared a case study on aligning notation and lyrics in Gregorian chants, advancing research in music-text alignment.</li>
-                </ul>
-
-                <h4>Session 2: Data Generation and Enhancement</h4>
-                <ul>
-                    <li><strong>Symbol Generation via Autoencoders for Handwritten Music Synthesis</strong> — Jonáš Havelka and team showcased how autoencoders can generate handwritten music symbols, contributing to realistic data synthesis.</li>
-                    <li><strong>Towards Artificially Generated Handwritten Sheet Music Datasets</strong> — Pranjali Hande and collaborators presented methods for generating artificial datasets, addressing the scarcity of annotated data in OMR.</li>
-                    <li><strong>Improving Sheet Music Recognition with Data Augmentation and Image Enhancement</strong> — Zihui Zhang and colleagues discussed innovative techniques for improving OMR accuracy, leveraging data augmentation and image preprocessing.</li>
-                </ul>
-
-                <h4>Session 3: Few-Shot and End-to-End Learning</h4>
-                <ul>
-                    <li><strong>Rotations Are All You Need: A Generic Method for End-To-End OMR</strong> — Antonio Ríos-Vila introduced a novel approach using rotations to simplify and improve end-to-end OMR pipelines.</li>
-                    <li><strong>Few-Shot Music Symbol Classification via Self-Supervised Learning</strong> — María Alfaro-Contreras presented a method for classifying music symbols with minimal training data, leveraging self-supervised learning.</li>
-                    <li><strong>Few-Shot Learning for Layout Analysis of Music Scores</strong> — Francisco J. Castellanos and team conducted a preliminary study on applying few-shot learning to the layout analysis of complex music scores.</li>
-                </ul>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>
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-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>The 6th International Workshop on Reading Music Systems 2024</title>
-    <link rel="stylesheet" href="assets/css/styles.css">
-</head>
-<body>
-    <header>
-        <h1>Elona Shatri</h1>
-        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
-    </header>
-    <nav>
-        <ul>
-            <li><a href="index.html">Home</a></li>
-            <li><a href="about.html">About</a></li>
-            <li><a href="teaching.html">Teaching</a></li>
-            <li><a href="research.html">Research</a></li>
-            <li><a href="projects.html">Projects</a></li>
-            <li><a href="blogposts.html">Blogposts</a></li>
-            <li><a href="contact.html">Contact</a></li>
-        </ul>
-    </nav>
-    <main>
-        <section id="blogpost">
-            <h2>The 6th International Workshop on Reading Music Systems 2024</h2>
-            <article>
-                <p>
-                    The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year's workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
-                </p>
-                <h3>Keynote: Beyond Optical Music Recognition</h3>
-                <p>
-                    David Rizo from the University of Alicante delivered the keynote, "Beyond Optical Music Recognition," reflecting on the recent advancements in OMR driven by deep learning techniques. He questioned whether the current research trajectory is adequate to fully address the complexities of OMR and explored the broader implications for creating end-user-centric systems. His presentation dissected the term "OMR" through case studies, providing a critical assessment of its evolution and future.
-                </p>
-                <h3>Highlights from the Paper Sessions</h3>
-                <h4>Session 1: Advancing OMR Models and Analysis</h4>
-                <ul>
-                    <li><strong>Can Multimodal Large Language Models Read Music Score Images?</strong> — Jorge Calvo-Zaragoza and collaborators explored the potential of multimodal language models in OMR, discussing their performance on music score images.</li>
-                    <li><strong>Sheet Music Transformer: End-to-End Full-Page OMR for Pianoform Sheet Music</strong> — Antonio Ríos-Vila and colleagues presented a Transformer-based pipeline for recognizing full-page piano sheet music, emphasizing scalability and efficiency.</li>
-                    <li><strong>Towards Sheet Music Information Retrieval Using Multitask Transformers</strong> — Antonio Ríos-Vila and team proposed a unified approach for sheet music retrieval, combining multiple OMR tasks into a multitask transformer framework.</li>
-                    <li><strong>Semantic Reconstruction of Sheet Music with Graph-Neural Networks</strong> — Guillaume de Lambertye and Alexander Pacha demonstrated how graph neural networks could semantically reconstruct sheet music, enabling more accurate music representation.</li>
-                    <li><strong>Staff Layout Analysis Using the YOLO Platform</strong> — Vojtěch Dvořák and collaborators presented a YOLO-based method for analyzing staff layouts, optimizing structural recognition in OMR.</li>
-                </ul>
-
-                <h4>Session 2: Expanding OMR Applications</h4>
-                <ul>
-                    <li><strong>On Designing a Representation for the Evaluation of OMR Systems</strong> — Pau Torras and colleagues proposed a novel representation for evaluating OMR performance, emphasizing its utility in benchmarking.</li>
-                    <li><strong>Enhanced User-Machine Interaction for Historical Sheet Music Retrieval</strong> — A. Menárguez Box and team introduced a user-machine interaction model for historical sheet music, leveraging musical notation for enhanced retrieval.</li>
-                    <li><strong>Enhancing Recognition of Historical Musical Pieces with Synthetic and Composed Images</strong> — M. Villarreal Ruiz and J. A. Sánchez explored the use of synthetic images to improve recognition accuracy for historical scores.</li>
-                    <li><strong>The CollabScore Project: From Optical Recognition to Multimodal Music Sources</strong> — Benoît Couasnon and collaborators discussed integrating optical and multimodal music sources into a unified platform for music analysis.</li>
-                    <li><strong>Semi-Automatic Annotation of Chinese Suzipu Notation</strong> — Tristan Repolusk and Eduardo Veas presented a component-based approach for annotating Suzipu notation, addressing unique challenges in Chinese music scores.</li>
-                </ul>
-
-                <h4>Session 3: Historical and Handwritten Music</h4>
-                <ul>
-                    <li><strong>OMR on Early Music Sources at the Bavarian State Library with MuRET</strong> — J. Umbreit and S. Schumann discussed automating and scaling OMR for early music sources using MuRET.</li>
-                    <li><strong>OMMR4all Revisited: A Semiautomatic Online Editor for Medieval Music Notations</strong> — Andreas Hartelt and Frank Puppe revisited their online editor for medieval music notations, enhancing usability and automation.</li>
-                    <li><strong>Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks (GANs)</strong> — K. R. Palavala and collaborators demonstrated how GANs could enrich handwritten music datasets for better OMR training.</li>
-                    <li><strong>Crafting Handwritten Notations: Towards Sheet Music Generation</strong> — N. Tirupati and team explored generative methods for creating handwritten sheet music, pushing the boundaries of synthetic data generation.</li>
-                </ul>
-            </article>
-        </section>
-    </main>
-    <footer>
-        <p>© 2024 Elona Shatri. All rights reserved.</p>
-    </footer>
-</body>
-</html>

From f75473f7d3d9d5513e281171c90ca382c85e6948 Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.bbrouter>
Date: Mon, 9 Dec 2024 12:40:09 +0000
Subject: [PATCH 61/63] remove old files

---
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diff --git a/2021-11-16-ismir-2021.md b/2021-11-16-ismir-2021.md
deleted file mode 100644
index e165cbfb1f..0000000000
--- a/2021-11-16-ismir-2021.md
+++ /dev/null
@@ -1,69 +0,0 @@
----
-layout: post-default
----
-
-
-<!-- ---
-layout: post-default
-title: Favourites at ISMIR2021 
-date: 2021-11-16 10:03
-category: conference
-author: Elona Shatri
-tags: [ismir2021, papers, workshops]
-summary: This blogpost will be on my favourite papers, workshops, tutorials, talks on ISMIR2021. 
---- -->
-
-This year's ISMIR was another peak point for the conference and the Music Information Retrieval (MIR) society. It has been amazing seeing how everything was designed to work toward inclusivity and welcoming of new people to the field of MIR. Except for that, as MIR researchers, we all look forward to ISMIR as the best place to showcase our work. 
-
-I will now list some of my favourite papers and activities, talks, initiatives on ISMIR2021. 
-
-
-[ON THE INTEGRATION OF LANGUAGE MODELS INTO SEQUENCE TO SEQUENCE ARCHITECTURES FOR HANDWRITTEN MUSIC RECOGNITION](https://archives.ismir.net/ismir2021/paper/000086.pdf)
-
-
-This paper explores the possibility of using Seq2Seq-based architecture to try to improve transcriptions. It focuses on handwritten sheet music given the challenges such scores present with the ambiguity of the handwriting and the decaying/artefacts on older sheets. The advantage of using such sequences mainly lies in the unavailability of symbol-level bounding box information for training. 
-An image of the score is treated as a sequence of column vectors fed into a CNN based on a VGG19 without the last max-pooling layer. Then the encoder (bidirectional stack of GRUs), generates an intermediate representation comprised as many features vectors as the convolutional networks (CNN). 
-
-After the encoder has processed the image, the decoder receives the generated hidden state with the last predicted token in the sequence, producing the next output token until a special end token is produced.
-They first trained an LM with the original SM dataset, and then an updated version of the SM comprised of 66% of the tokens present in the HW set. They trained the Seq2Seq classifier with the unmodified SM for 30 epochs and then joined both models and trained them using the Curriculum Learning strategy. Validation and test sets come from the HW set.  Parameters settings are shown in the image below.
-![Figure-2](/assets/img/parameters.png)
-For evaluation metrics Symbor Error Rate (SER) was used. Baseline results using BLSTM + CTC are 56% of SER and 31.79% for Seq2Seq. 
-In conclusion, LM seems to boost performance for handwritten sheet music recognition with the existing evaluation. It is, however hard to tell how these models are keeping the structure and the musical meaningfulness. 
-
-
-[AN EMPIRICAL EVALUATION OF END-TO-END POLYPHONIC OPTICAL MUSIC RECOGNITION](https://archives.ismir.net/ismir2021/paper/000020.pdf)
-
-This work aims to provide different formulations on how to tackle end-to-end polyphonic music recognition. They first provide the workflow of creating a polyphonic dataset using MuseScore forum and then formulations for end-to-end polyphonic OMR. These formulations are two different approaches; one considers it a multi-task binary classification while the other treats it as multi-sequence detection. They propose FlagDecoder and RNNDecoder respective to the formulations mentioned above. As for data annotations, they used a minimal symbol set sufficient to represent pitch and rhythm. They did not consider dynamics, ties, tuplets, staccatos, accents and other staff text. The only symbols used are barlines, time signatures, key signatures, clefs, and notes. They used the "advance position" encoding, which adds '+' between sequential occurrences. Individual notes of chords are ordered from bottom to top. They select a subset of the MuseScore Polyphonic Dataset (MSPD) with a minimum of 41 symbols length, one measure, two voices, a maximum of 679 symbol length, eight measures, and four voices. 
-Architecturally speaking, models compared share the same structure of an encoder and decoder. The first one extracts features and give global context of the image encoding to each image slice, and the decoder uses the representations created by the decoder and predict the symbols in the image slices. Encoding/decoding architecture is reused from prior work from Calvo-Zaragoza on monophonic scores. 
-![Figure-3](/assets/img/encoder.png)
-![Figure-4](/assets/img/decoders.png)
-For evaluation metrics they used Pitch and Rhythm Symbol Error Rate (SER). 
-SER = (I + D + S)/N
-While the FlagDecoder slightly improves on the baseline, the RNNDecoder performs twice as well as the baseline. While such approaches are crucial to moving forward to polyphonic music recognition, this work is still very limited in recognising such scores. 
-
-
-[UNSUPERVISED DOMAIN ADAPTATION FOR DOCUMENT ANALYSIS OF MUSIC SCORE IMAGES](https://archives.ismir.net/ismir2021/paper/000009.pdf)
-
-As highlighted in multiple works in OMR, the challenge of the missing annotated data for most of the datasets is very persistent, especially so for supervised learning. As in many other fields, this work tried to explore the possibility of using Domain Adaptation (DA) and transfer knowledge from other domains for which labels are available. They combine DA based on adversarial training with Selectional Auto Encoders to define an unsupervised framework.  A framework processes the input images to classify each pixel into a set of possible categories—staff lines, notes, text and background. The architecture has an encoder where data are processed by a series of consecutive convolution and down-sampling layers and a decoder composed of convolutional and up-sampling layers. The output of the SAE will be a probabilistic map with one channel, in which the probability of each pixel belonging to a layer is computed. However, such a framework should be altered when annotated data are missing. This is when DA comes into place, where only domain S needs to have annotations. Using DA then the task is to adapt it to unlabeled data in domain T. 
-![Figure-5](/assets/img/DA-SAE.png)
-They use the EINSIEDELN, SALZINNES and CAPITAN corporas which are manually labeled. As metrics F1 measure is used, reasoned with the imbalanced distribution of the classes. Adapting from the Neumatic domain to the Mensural domain, DA improves F1 compared to prior work. While transferring knowledge from Mensural (domain S) to Neumatic (T domain), slight improvements and reducing F1 score, depending on the sets used. This could come as domain invariant features are not being extracted by the network depending on the complexity of the datasets. 
-
-
-[ARTIST SIMILARITY WITH GRAPH NEURAL NETWORKS](https://archives.ismir.net/ismir2021/paper/000043.pdf)
-
-Makes use of Graph Convolutional Neural Networks (GCNN) to add hierarchical relationships to the artist similarity problem using triplet loss. This combines the topology of a graph of artist connections with content features to embed artists into vector space that encodes similarity. They also provide with OLGA dataset that contains 17673 artists with content-based features. Their findings show that such a hybrid approach can be even more effective than high-quality features to understand artist similarity. 
-![Figure-5](/assets/img/graph-network.png)
-
-
-New initiatives:
-
-Lab Showcase
-
-A new and fantastic idea for this year's ISMIR conference was the Lab Showcase chaired by my PhD colleague [Lele Liu](https://cheriell.github.io/). This activity featured virtual booths hosted by MIR research labs worldwide; C4DM had its fair share, introducing senior and junior researchers in its booth. Attendees were able to learn about ongoing research, and labs would provide live chat slots to answer questions. This was an excellent opportunity to scout out potential degree programs, expand your network, and get a feel for what current MIR researchers are working on.
-
-Newcomer Initiative
-Coming to a news conference for the first time can be intimidating and overwhelming. At ISMIR this year, the Newcomer Initiatives Chairs have drawn on the past experiences of the MIR community to provide increased support to newcomers. The initiatives planned for the conference included a pair of special sessions on "Getting the most out of ISMIR 2021", which follow up on a community survey and blog post on the subject published before the conference. The sessions were hosted by Newcomer Initiatives Chairs Nick Gang (Apple) and myself. Another new initiative was the creation of Newcomer Squads, which connected ISMIR veterans with groups of newcomers to answer questions, give advice, and offer support over the conference week.
-
-
-Diversity & Inclusion
-The ISMIR 2021 conference takes a broad view of Diversity and Inclusion (D&I). Under the leadership of the conference D&I Chairs, in collaboration with the organising team at large, ISMIR 2021 offers a variety of initiatives intended to make the conference a positive, welcoming, and supportive environment for a diverse range of presenters and attendees. Notably, this year's virtual conference format, combined with generous sponsor support, has enabled an unprecedented level of financial support to cover registration and childcare costs. Registration waivers were made available to students, women and other underrepresented minorities in MIR, attendees from low-income countries, presenters in the "New-to-ISMIR" late-breaking/demo track, and unaffiliated attendees. All attendees were additionally eligible to apply for childcare grants. The ISMIR 2021 organisers also worked together to write several blog posts to decrease barriers to participation in the MIR research community, for example, by offering insights into preparing and reviewing scientific submissions. Finally, the ISMIR conference Code of Conduct remains in place for this year's virtual format. 
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Si funksionon Computer Vision? - Blogpost</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Si funksionon Computer Vision?</h2>
+            <article>
+                <p>Menyra se si njerzit shohin sa eshte komplekse aq eshte edhe mahnitese. Gjithcka filloi milarda vjet me pare, kur disa organizma mikroskopik filluan te zhvillojne disa mutacione qe i ben te ndjeshme ndaj drites. Ne ditet e sotme ekzistojne me qindra mijera organizma qe kane sistem te ngjashem te te parit. Ata kane sy per te kapur driten, pranues (akceptore) ne tru per ta qasur ate drite dhe korteksin vizuel per te procesuar ate. Kjo na mundeson ne te bejme edhe gjerat me te thjeshta sic mund te jete shikimi i perendimit te diellit.</p>
+
+                <p>Ne tri dekadat e fundit, shkenctaret filluan nje studim per te zgjeruar kete aftesi tonen, por jo tek vete njeriu por edhe ne kompjutere (makina) poashtu. Kamera e pare u shpik ne vitin 1816, ku nje kuti e vogel mban nje cope leter e ngjyer ne klorid te argjende klorid (silver chloride). Kur shkrepesi (shutter) ishte i hapur, letra do te eeresohej aty ku ishte e ekzposuar drita. Tani 200 vjet me vone, me nje teknologji shume me te avancuar mund te kapim keto fotografi ne forme digjital ne po te njejten kohe te shprepjes. Kjo do te thote se keto aparate jane te gatshme te imitojne se si njerzit kapim driten the ngjyren. Por, sic duket kjo ishte pjesa me e lehte. Sfida e radhes eshte per keto makina te kuptojne se cfare ka ne keto fotografi.</p>
+
+                <h3>CNN</h3>
+                <p>Nje tip specifik i Neural Networks (NN, shqip: rrjeti nervor) qe mund te arrije saktesi mjaft te mire eshte Convolutional Neural Networks (CNN). CNN fillimisht e copton kete fotografi ne grupe me te vogla te pikseleve qe quhen filter. Cdo filter eshte nje matrice e pikselave, dhe rrjeti (network) ben nje seri kalkulimesh ne keto piksele duke i krahasuar ato kundrejt nje patterni (shqip: model) specifik qe rrjeti po kerkon.</p>
+
+                <p>Kur CNN fillon punen, te gjitha vlerat e filterave jane te caktuar ne menyre te rastesishme. Si rezultat, parashikimet iniciale nuk kane shume kuptim. Sa here qe CNN ben nje parashikim kundrejt te dhenave te etiketuara (labeled data), e shfrytezon nje funksion te gabimit (error function) per te krahasuar sa afer ishte parashikimi me etiketen e vertete te te dhenave.</p>
+
+                <h3>RNN</h3>
+                <p>Ky tip i modeleve quhet Recurrent Neural Network (RNN, shqip: rrjet nervor i perseritur). Perderisa CNN i trajton grupet e pikseleve pavaresisht nga grupet tjera, RNN mund ta mbaje informacionin mbi ate se cka eshte procesuar tashme dhe e perdor ate informacion ne marrjen e vendimeve.</p>
+
+                <p>Ne rastin tone, kemi nje video te paketimit te nje kutie, RNN merr nje sekuence te fotografive te etiketuar si me poshte, kuti e zbrazur, kuti e hapur dhe ne fund kuti e mbyllur, bazuar ne te tri keto etiketa mund t’a etiketoj kete video si “duke paketuar nje kuti”.</p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/Gemfile b/Gemfile
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--- a/Gemfile
+++ /dev/null
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-# frozen_string_literal: true
-
-source "https://rubygems.org"
-
-gemspec
-
-gem "jekyll-image-size", "~> 1.2"
diff --git a/LICENSE b/LICENSE
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--- a/LICENSE
+++ /dev/null
@@ -1,116 +0,0 @@
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diff --git a/ML-shqip.html b/ML-shqip.html
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+++ b/ML-shqip.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Çka është Machine Learning? - Blogpost</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Çka është Machine Learning?</h2>
+            <article>
+                <p>Mësimi Automatik (Machine Learning) është një nga teknologjitë më të reja dhe më tërheqëse në fushën e Shkencave Kompjuterike. Ne çdo ditë përdorim algoritma të cilët bazohen te kjo teknologji. Çdo herë që ne bëmë një kërkim në Google, Bing apo në motorë të tjerë kërkimi habitemi nga shpejtësia dhe saktësia e rezultateve. Një nga arsyet është fakti se këta motorë përdorin algoritma të mësimit automatik të zhvilluar nga kompanitë e mëdha si Google e Microsoft.</p>
+                <p>Esenca e mësimit automatik është fakti që këta algoritma të jenë duke mësuar gjatë gjithë kohës, e jo të mbesin në gjendjen fillestare. Këtu mund ta heqim një paralele me njeriun: ne mësojmë gjatë gjithë kohës, qoftë nga reagimet apo nga rezultatet që shohim.</p>
+                <p>Arthur Lee Samuel ishte pioner në fushën e lojërave kompjuterike dhe inteligjencës artificiale. Ai ka dhënë një përkufizim mbi “Machine Learning” duke e quajtur fushë studimi që i jep kompjuterit aftësinë e të mësuarit pa qenë i programuar në mënyrë ekplicite.</p>
+                <p>Një përkufizim tjetër nga Tom Mitchell është pak më i kuptueshëm. Ai jep këtë përkufizim: “Një program kompjuterik është duke mësuar nga eksperienca E në një detyrë T matur me performancën P, vetëm nëse performanca P në detyrën T përmirsohet gjate eksperiencës E.”</p>
+
+                <h3>Terma nga Mësimi Automatik</h3>
+                <p>Disa terma që do të përdoren më poshtë janë:</p>
+                <ul>
+                    <li><strong>Bashkësia e të dhënave:</strong> Një koleksion i të dhënave të ndërlidhura i përbërë nga elemente të ndara por që nga algoritmat e mësimit automatik trajtohet si një njësi e vetme.</li>
+                    <li><strong>Të dhënat trajnuese:</strong> Një pjesë e një bashkësie të dhënash që përdoret për të trajnuar kompjuterin për të mësuar diçka.</li>
+                    <li><strong>Të dhënat testuese:</strong> Një përqindje më e vogël e të dhënave që përdoret për të testuar algoritmat dhe aftësinë e tyre për të mësuar nga të dhënat trajnuese.</li>
+                </ul>
+                <p><em>Shembull:</em> Në lëndën e matematikës, profesori i lëndës ka një libër me probleme të zgjidhura. Bashkë me profesorin e lëndës kemi zgjidhur 80% të problemeve, mirëpo ai nuk na ka dhënë 20% të problemeve duke thënë se pjesa tjetër e problemeve do të jetë në provim. Profesori përdor këtë 20% të problemeve që ne nuk i kemi parë më parë për të testuar se çfarë kemi mësuar nga 80% të problemeve që kemi parë.</p>
+
+                <h3>Llojet e Algoritmave të Mësimit Automatik</h3>
+                <p>Dallohen disa tipe kryesore të algoritmave të mësimit automatik:</p>
+                <ol>
+                    <li><strong>Mësimi i Mbikëqyrur:</strong> Aplikohen në të dhëna të reja për të parashikuar ngjarje të së ardhmes duke përdorur etiketat (labels).</li>
+                    <li><strong>Mësimi i Pambikëqyrur:</strong> Përdoren kur të dhënat trajnuese nuk janë të klasifikuara apo etiketuara (unlabelled data).</li>
+                    <li><strong>Mësimi i Gjysmë-mbykqyrur:</strong> Kombinon të dhëna të etiketuara dhe të paetiketuara për të trajnuar modelin.</li>
+                    <li><strong>Mësimi i Përforcuar:</strong> Një metodë që bashkëvepron me mjedisin duke prodhuar aksione dhe zbulon gabime dhe shpërblime gjatë këtyre bashkëveprimeve.</li>
+                </ol>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/NN-shqip.html b/NN-shqip.html
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+++ b/NN-shqip.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Çfarë janë Rrjetat Nervore Kompjuterike? - Blogpost</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Çfarë janë Rrjetat Nervore Kompjuterike?</h2>
+            <article>
+                <h3>Përmbajtja:</h3>
+                <ul>
+                    <li>Përkufizimi i rrjetave nervore kompjuterike</li>
+                    <li>Shembuj</li>
+                    <li>Elementet e rrjetave nervore kompjuterike</li>
+                    <li>Konceptet bazë të rrjetave nervore të thella</li>
+                </ul>
+
+                <h3>Pëkufizimi i rrjetave nervore kompjuterike</h3>
+                <p>Rrjetat nervore kompjuterike (Neural Networks) janë një bashkësi e algoritmeve përllogaritës, të modeluar sipas trurit të njeriut, e të projektuar që të njohin motive apo rregullsi. Çfarëdo qofshin të dhënat në hyrje: fotografi, tekst, seri kohore, këto rrjeta së pari i përkthejnë këto të dhëna në të dhëna numerike, që më pas vendosen nëpër vektorë, e në fund gjendet motivi.</p>
+
+                <h3>Shembuj</h3>
+                <p>Deep learning harton të dhënat që i merr në hyrje deri në rezultatet, duke gjetur korrelacione. Njihet ndryshe edhe si “universal approximator” (përafrues universal), kjo sepse mund të mësojë të përafrojë një funksion të panjohur f(x) = y, midis një hyrje x dhe një dalje y duke supozuar që të dyja kanë njëfarë korrelacioni.</p>
+
+                <h4>Klasifikimi</h4>
+                <p>Të gjitha operacionet e klasifikimit janë plotësisht të varura nga të dhënat e etiketuara. Klasifikimi mund të përdoret në:</p>
+                <ul>
+                    <li>Detektimin e fytyrave, njohjen e njerëzve në imazhe.</li>
+                    <li>Mund të identifikojë objekte në fotografi.</li>
+                    <li>Detekton zëra, identifikon folësit, mund të përkthejë nga zëri në tekst.</li>
+                </ul>
+
+                <h4>Grumbullimi</h4>
+                <p>Grumbullimi, apo në Anglisht “Clustering”, është detektimi i ngjashmërive mes të dhënave që posedojmë. Kjo metode nuk kërkon që të dhënat të kenë etiketa. Rastet ku grumbullimi përdoret më shumë janë:</p>
+                <ul>
+                    <li>Kërkimi: krahasimi i dokumentave, fotografive, zërave.</li>
+                    <li>Detektimi i anomalive: detektimi i sjelljeve të pazakonshme.</li>
+                </ul>
+
+                <h3>Elementet e rrjetave nervore kompjuterike</h3>
+                <p>Çdo rrjetë nervore kompjuterike është e përbërë prej disa shtresave. Këto shtresa janë të përbëra prej nyjeve (nodes). Nyjet janë pikërisht pikat ku zhvillohet përpunimi apo përllogaritja, që deri diku imitojnë neuronet në trurin e njeriut.</p>
+
+                <h3>Konceptet bazë të rrjetave nervore kompjuterike</h3>
+                <p>Rrjetet e të mësuarit të thellë (deep learning) dallohen nga rrjetet njështresore të fshehura nga thellësia e tyre; kjo thellësi përfaqëson numrin e shtresave me nyje nëpër të cilat të dhënat duhet të kalojnë deri sa rrjeti të arrijë të njohi një motiv.</p>
+                <p>Rrjetat “Deep Learning” janë të afta të zbulojnë struktura të fshehura edhe në të dhëna të paetiketuara e pa strukturë, e që janë shumica e të dhënave në botë.</p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/README.md b/README.md
deleted file mode 100644
index b6e6b69789..0000000000
--- a/README.md
+++ /dev/null
@@ -1,116 +0,0 @@
-# The Minimal theme
-
-[![.github/workflows/ci.yaml](https://github.com/pages-themes/minimal/actions/workflows/ci.yaml/badge.svg)](https://github.com/pages-themes/minimal/actions/workflows/ci.yaml) [![Gem Version](https://badge.fury.io/rb/jekyll-theme-minimal.svg)](https://badge.fury.io/rb/jekyll-theme-minimal)
-
-*Minimal is a Jekyll theme for GitHub Pages. You can [preview the theme to see what it looks like](http://pages-themes.github.io/minimal), or even [use it today](#usage).*
-
-![Thumbnail of Minimal](thumbnail.png)
-
-## Usage
-
-To use the Minimal theme:
-
-1. Add the following to your site's `_config.yml`:
-
-    ```yml
-    remote_theme: pages-themes/minimal@v0.2.0
-    plugins:
-    - jekyll-remote-theme # add this line to the plugins list if you already have one
-    ```
-
-2. Optionally, if you'd like to preview your site on your computer, add the following to your site's `Gemfile`:
-
-    ```ruby
-    gem "github-pages", group: :jekyll_plugins
-    ```
-
-## Customizing
-
-### Configuration variables
-
-Minimal will respect the following variables, if set in your site's `_config.yml`:
-
-```yml
-title: [The title of your site]
-description: [A short description of your site's purpose]
-```
-
-Additionally, you may choose to set the following optional variables:
-
-```yml
-show_downloads: ["true" or "false" (unquoted) to indicate whether to provide a download URL]
-google_analytics: [Your Google Analytics tracking ID]
-```
-
-### Stylesheet
-
-If you'd like to add your own custom styles:
-
-1. Create a file called `/assets/css/style.scss` in your site
-2. Add the following content to the top of the file, exactly as shown:
-    ```scss
-    ---
-    ---
-
-    @import "{{ site.theme }}";
-    ```
-3. Add any custom CSS (or Sass, including imports) you'd like immediately after the `@import` line
-
-*Note: If you'd like to change the theme's Sass variables, you must set new values before the `@import` line in your stylesheet.*
-
-### Layouts
-
-If you'd like to change the theme's HTML layout:
-
-1. For some changes such as a custom `favicon`, you can add custom files in your local `_includes` folder. The files [provided with the theme](https://github.com/pages-themes/minimal/tree/master/_includes) provide a starting point and are included by the [original layout template](https://github.com/pages-themes/minimal/blob/master/_layouts/default.html).
-2. For more extensive changes, [copy the original template](https://github.com/pages-themes/minimal/blob/master/_layouts/default.html) from the theme's repository<br />(*Pro-tip: click "raw" to make copying easier*)
-3. Create a file called `/_layouts/default.html` in your site
-4. Paste the default layout content copied in the first step
-5. Customize the layout as you'd like
-
-### Customizing Google Analytics code
-
-Google has released several iterations to their Google Analytics code over the years since this theme was first created. If you would like to take advantage of the latest code, paste it into `_includes/head-custom-google-analytics.html` in your Jekyll site.
-
-### Overriding GitHub-generated URLs
-
-Templates often rely on URLs supplied by GitHub such as links to your repository or links to download your project. If you'd like to override one or more default URLs:
-
-1. Look at [the template source](https://github.com/pages-themes/minimal/blob/master/_layouts/default.html) to determine the name of the variable. It will be in the form of `{{ site.github.zip_url }}`.
-2. Specify the URL that you'd like the template to use in your site's `_config.yml`. For example, if the variable was `site.github.url`, you'd add the following:
-    ```yml
-    github:
-      zip_url: http://example.com/download.zip
-      another_url: another value
-    ```
-3. When your site is built, Jekyll will use the URL you specified, rather than the default one provided by GitHub.
-
-*Note: You must remove the `site.` prefix, and each variable name (after the `github.`) should be indent with two space below `github:`.*
-
-For more information, see [the Jekyll variables documentation](https://jekyllrb.com/docs/variables/).
-
-## Roadmap
-
-See the [open issues](https://github.com/pages-themes/minimal/issues) for a list of proposed features (and known issues).
-
-## Project philosophy
-
-The Minimal theme is intended to make it quick and easy for GitHub Pages users to create their first (or 100th) website. The theme should meet the vast majority of users' needs out of the box, erring on the side of simplicity rather than flexibility, and provide users the opportunity to opt-in to additional complexity if they have specific needs or wish to further customize their experience (such as adding custom CSS or modifying the default layout). It should also look great, but that goes without saying.
-
-## Contributing
-
-Interested in contributing to Minimal? We'd love your help. Minimal is an open source project, built one contribution at a time by users like you. See [the CONTRIBUTING file](docs/CONTRIBUTING.md) for instructions on how to contribute.
-
-### Previewing the theme locally
-
-If you'd like to preview the theme locally (for example, in the process of proposing a change):
-
-1. Clone down the theme's repository (`git clone https://github.com/pages-themes/minimal`)
-2. `cd` into the theme's directory
-3. Run `script/bootstrap` to install the necessary dependencies
-4. Run `bundle exec jekyll serve` to start the preview server
-5. Visit [`localhost:4000`](http://localhost:4000) in your browser to preview the theme
-
-### Running tests
-
-The theme contains a minimal test suite, to ensure a site with the theme would build successfully. To run the tests, simply run `script/cibuild`. You'll need to run `script/bootstrap` once before the test script will work.
diff --git a/Research on Ethics.md b/Research on Ethics.md
deleted file mode 100644
index 59e1f5802f..0000000000
--- a/Research on Ethics.md	
+++ /dev/null
@@ -1,33 +0,0 @@
----
-layout: post-default
----
-
-
-<!-- ---
-layout: post-default
-title: Favourites at ISMIR2021 
-date: 2021-11-16 10:03
-category: conference
-author: Elona Shatri
-tags: [ismir2021, papers, workshops]
-summary: This blogpost will be on my favourite papers, workshops, tutorials, talks on ISMIR2021. 
---- -->
-
-### Data Mining (Postgraduate) 2023-2024 - Teaching Fellow
-Lecture and lab delivery, student support, marking, exam setting, admin and training/supervising new demonstrators.
-
-### Profesional and Research Practices 2022-2023 - Teaching Assistant
-Lab delivery, student support, marking, general admin and training/supervising new demonstrators.
-
-### Machine Learning (Postgrad) 2021-2022 - TA
-Delivering labs, student support, marking assignments and exams.
-
-### Machine Learning for Visual Data (Postgrad) 2021-2022 - TA
-Delivering labs, student support, marking assignments and exams.
-
-### Research Methods and Responsible Innovation (Postgrad) 2020-2022 - TA
-
-Designing and delivering labs and workshops on quantitative and qualitative statistics with R.
-
-### Data Mining (Undergrad and Postgrad) 2020-2022 - TA
-Delivering labs, student support, marking assignments and exams.
diff --git a/Teaching.md b/Teaching.md
deleted file mode 100644
index 59e1f5802f..0000000000
--- a/Teaching.md
+++ /dev/null
@@ -1,33 +0,0 @@
----
-layout: post-default
----
-
-
-<!-- ---
-layout: post-default
-title: Favourites at ISMIR2021 
-date: 2021-11-16 10:03
-category: conference
-author: Elona Shatri
-tags: [ismir2021, papers, workshops]
-summary: This blogpost will be on my favourite papers, workshops, tutorials, talks on ISMIR2021. 
---- -->
-
-### Data Mining (Postgraduate) 2023-2024 - Teaching Fellow
-Lecture and lab delivery, student support, marking, exam setting, admin and training/supervising new demonstrators.
-
-### Profesional and Research Practices 2022-2023 - Teaching Assistant
-Lab delivery, student support, marking, general admin and training/supervising new demonstrators.
-
-### Machine Learning (Postgrad) 2021-2022 - TA
-Delivering labs, student support, marking assignments and exams.
-
-### Machine Learning for Visual Data (Postgrad) 2021-2022 - TA
-Delivering labs, student support, marking assignments and exams.
-
-### Research Methods and Responsible Innovation (Postgrad) 2020-2022 - TA
-
-Designing and delivering labs and workshops on quantitative and qualitative statistics with R.
-
-### Data Mining (Undergrad and Postgrad) 2020-2022 - TA
-Delivering labs, student support, marking assignments and exams.
diff --git a/WoRMS2021.md b/WoRMS2021.md
deleted file mode 100644
index b488aad913..0000000000
--- a/WoRMS2021.md
+++ /dev/null
@@ -1,52 +0,0 @@
----
-layout: post-default
----
-![worms2021]({% link /assets/img/worms2021.png %})
-
-The third edition of The International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting last Friday, 23rd of July. It brought together many researchers working in Optical Music Recognition (OMR) and also from the industry. This edition 11 papers researching a broad list of topics in OMR were presented, and an [outstanding keynote from Anthony Wilkes (Organum Ltd)](https://drive.google.com/file/d/1IDgOaW8tGxJt9Top7x7GSZXLsAo-XVcb/view) was talking on The design of ReadScoreLib. 
-
-Below I will try to summarise some of the papers presented. 
-
-[Hybrid Annotation Systems for Music Transcription by Ioannis Petros Samiotis, Christoph Lofi and Alessandro Bozzon](https://drive.google.com/file/d/17BdTUfU6Fk8qyrpxo6L-BGTqIhLvStL5/view)
-
-Dwells on the idea of bringing human annotation and automated methods together for music transcription. In other words, how can a non-specialist carry out music transcription with careful task interaction using AI automated methods. Among 144 workers that executed tasks in MTurk, those with formal knowledge in music were rare. Audio extracts of target music scores were offered to increase performance, especially for short segments of one or two measures. For longer segments, audio extracts have shown better results against textual measures, but a combination of the two was used as more preferable. 
-
-
-[Implementation and evaluation of a neural network for the recognition of handwritten melodies by Nils Wenzlitschke](https://drive.google.com/file/d/17Dp9gIjQPZVwSFJzKK8QA6Xjcgv894wj/view)
-
-This research came as a fruit of a current need for digital archiving and digitalisation of music for the
-University Library of Regensburg. It evaluates if the existing SOTA deep learning architecture is able to recognise handwritten monophonic scores for the purpose of digitalisation. Based on existing work, the architecture includes two neural networks: a stave recognition network using autoencoders and an end-to-end note recognition using recurrent convolutional networks. One limitation mentioned is the amount of annotated data available for this research. 
-
-
-[DoReMi: First glance at a universal OMR dataset by Elona Shatri and George Fazekas ](https://scholar.google.com/scholar_url?url=https://arxiv.org/abs/2107.07786&hl=en&sa=T&oi=gsb&ct=res&cd=0&d=14810089764046134622&ei=zZr-YJCFNYqImgHdz7SYBQ&scisig=AAGBfm3Isc8XU8MWS1mRRgnn5ctiET7y8g)
-
-We were also part of this workshop presenting our work in our newly published dataset DoReMi. We presented some of the challenges the lack of a well-annotated, that supports more than one stage of OMR poses and how DoReMi moves closer to such dataset. Furthermore, statistics on the dataset and baseline experiments on object detection using Faster R-CNN models. 
-
-[The Challenge of Reconstructing Digits in Music Scores by Alexander Pacha](https://drive.google.com/file/d/10uUCaORERAzD-ISSm6FUeNNOOzrTRDzF/view)
-
-Pacha presented some focused research he is currently conducting at e[note](https://enote.com/index) in recognising and reconstructing the digit elements in sheet music. He shows the main challenges posed by the ambiguity of the variations in their classes, their contextual nature and more computer vision issues. He then shows the results in using deep learning to recognise digits. The network was trained in synthetic samples and achieved a validation accuracy of 95%, which does not live it up in real-world scores. To address it was fine tunned on 7000 manually annotated real scores, but yet again, accuracy does not reach 60%. In the end, this opened up a long discussion in the workshop on why does this happen and the ways to tackle it. 
-
-[Detecting Staves and Measures in Music Scores with Deep Learning](https://drive.google.com/file/d/1uSIrbiLrx1RfXEV86STS7XRuwJoa34O7/view)
-
-This paper investigates strategies of detecting measures, staves and system measures using machine learning. That is to aid the detection of structural elements as a basis for an OMR system. A neural network is trained in handwritten music scores to generate annotations for typeset music. Detectron2 was used as a framework and Faster R-CNNs as a model to predict the bounding boxes in images. The datasets used for training were MUSCIMA++ and AudioLabs datasets. They applied the model in three settings: single class models (system measures, stave measures, staves), two class models (system measures & staves) and three class models (system measures & stave measures & staves). The first setting is performing best. However, considering that that model lacks diversity, it might not work well for every kind of sheet music. 
-
-[Unsupervised Neural Document Analysis for Music Score Images](https://drive.google.com/file/d/1ZBRaOwsTkdOUo6sfm9xdQPuPMNyM89ho/view)
-
-Given the lack of large training annotated set, this study suggests using Domain Adaptation (DA) based on adversarial training. The propose combining DA and Selectional Auto-Encoders for unsupervised document analysis. They utilise three corpora manually labelled for the layers: SALZINNES, EINSIEDELN and CAPITAN, and using F-score as an evaluation metric. Results obtained show the proposed method slightly improves state-of-the-art, but such adaptation should not be carried out in every type of layer. 
-
-[Multimodal Audio and Image Music Transcription](https://drive.google.com/file/d/1ZDlU0WDmqC4-37s2gkCf2nOAt4Z5Ow-S/view)
-
-This paper draws attention to Optical Music Recognition (OMR) and Automatic Music Transcription (AMT) similarities and exploits them to assist each field. The paper presents a proof-of-concept that combines end-to-end AMT and OMR systems predictions over a set of monophonic scores. Using Symbol Error Rate (SER), they show that a fusion model of the two can slightly improve the error rate in OMR.
-
-[Sequential Next-Symbol Prediction for Optical Music Recognition](https://drive.google.com/file/d/1o4zm_fx_Fa7zclWkqgbVLx2x3DuvZidz/view)
-
-This study proposes to address the lack of large training sets with a sequential classification-based approach for music scores. That is by predicting the symbol locations and their respective music-notation label using Convolutional Neural Networks (CNN). 
-
-[Completing Optical Music Recognition with Agnostic Transcription and Machine](https://drive.google.com/file/d/1WAhrcPRzpuoB1fJsMkGCZamIp1CHv3c5/view)
-
-This work focuses on the last stage of OMR, encoding, where outputs from images are converted to a score encoding format. The paper investigates the implementations of recognition pipelines that use Machine Translation to do the encoding. 
-
-
-
-[back](./)
-
diff --git a/_config.yml b/_config.yml
deleted file mode 100644
index 8922878a84..0000000000
--- a/_config.yml
+++ /dev/null
@@ -1,8 +0,0 @@
-title: Elona Shatri
-logo: /assets/img/image.png
-description: Personal Website
-# show_downloads: true
-google_analytics:
-theme: jekyll-theme-minimal
-plugins:
-  - jekyll-image-size
diff --git a/_includes/head-custom-google-analytics.html b/_includes/head-custom-google-analytics.html
deleted file mode 100644
index 8a3ae5c9ca..0000000000
--- a/_includes/head-custom-google-analytics.html
+++ /dev/null
@@ -1,10 +0,0 @@
-{% if site.google_analytics %}
-  <script>
-    (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-    (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-            m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-        })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
-    ga('create', '{{ site.google_analytics }}', 'auto');
-    ga('send', 'pageview');
-  </script>
-{% endif %}
diff --git a/_includes/head-custom.html b/_includes/head-custom.html
deleted file mode 100644
index f7187e79e5..0000000000
--- a/_includes/head-custom.html
+++ /dev/null
@@ -1,9 +0,0 @@
-<!-- start custom head snippets, customize with your own _includes/head-custom.html file -->
-
-<!-- Setup Google Analytics -->
-{% include head-custom-google-analytics.html %}
-
-<!-- You can set your favicon here -->
-<!-- link rel="shortcut icon" type="image/x-icon" href="{{ '/favicon.ico' | relative_url }}" -->
-
-<!-- end custom head snippets -->
diff --git a/_layouts/default.html b/_layouts/default.html
deleted file mode 100644
index 3b2acedb0d..0000000000
--- a/_layouts/default.html
+++ /dev/null
@@ -1,56 +0,0 @@
-<!DOCTYPE html>
-<html lang="{{ site.lang | default: "en-US" }}">
-  <head>
-    <meta charset="UTF-8">
-    <meta http-equiv="X-UA-Compatible" content="IE=edge">
-    <meta name="viewport" content="width=device-width, initial-scale=1">
-
-{% seo %}
-    <link rel="stylesheet" href="{{ "/assets/css/style.css?v=" | append: site.github.build_revision | relative_url }}">
-    <!--[if lt IE 9]>
-    <script src="https://cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.3/html5shiv.min.js"></script>
-    <![endif]-->
-    {% include head-custom.html %}
-  </head>
-  <body>
-    <div class="wrapper">
-      <header>
-        <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
-
-        {% if site.logo %}
-          <img src="/assets/img/elona.jpeg" alt="Profile" >
-        {% endif %}
-
-        <p>{{ site.description | default: site.github.project_tagline }}</p>
-
-        {% if site.github.is_project_page %}
-        <p class="view"><a href="{{ site.github.repository_url }}">View the Project on GitHub <small>{{ site.github.repository_nwo }}</small></a></p>
-        {% endif %}
-
-        {% if site.github.is_user_page %}
-        <p class="view"><a href="{{ site.github.owner_url }}">View My GitHub Profile</a></p>
-        {% endif %}
-
-        {% if site.show_downloads %}
-        <ul class="downloads">
-          <!-- <li><a href="{{ site.github.zip_url }}">Download <strong>ZIP File</strong></a></li>
-          <li><a href="{{ site.github.tar_url }}">Download <strong>TAR Ball</strong></a></li> -->
-          <li><a href="{{ site.github.repository_url }}">View On <strong>GitHub</strong></a></li>
-        </ul>
-        {% endif %}
-      </header>
-      <section>
-
-      {{ content }}
-
-      </section>
-      <footer>
-        {% if site.github.is_project_page %}
-        <p>This project is maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a></p>
-        {% endif %}
-        <!-- <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p> -->
-      </footer>
-    </div>
-    <script src="{{ "/assets/js/scale.fix.js" | relative_url }}"></script>
-  </body>
-</html>
diff --git a/_layouts/post-default.html b/_layouts/post-default.html
deleted file mode 100644
index 7f8fec9b5b..0000000000
--- a/_layouts/post-default.html
+++ /dev/null
@@ -1,44 +0,0 @@
-<!DOCTYPE html>
-<html lang="{{ site.lang | default: "en-US" }}">
-  <head>
-    <meta charset="UTF-8">
-    <meta http-equiv="X-UA-Compatible" content="IE=edge">
-    <meta name="viewport" content="width=device-width, initial-scale=1">
-
-{% seo %}
-    <link rel="stylesheet" href="{{ "/assets/css/style.css?v=" | append: site.github.build_revision | relative_url }}">
-    <!--[if lt IE 9]>
-    <script src="https://cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.3/html5shiv.min.js"></script>
-    <![endif]-->
-  </head>
-  <body>
-    <div class="wrapper">
-      <header>
-        <h1><a href="{{ "/" | absolute_url }}">{{ site.title | default: site.github.repository_name }}</a></h1>
-        
-      </header>
-      <section>
-
-      {{ content }}
-
-      </section>
-      <footer>
-        {% if site.github.is_project_page %}
-        <p>This project is maintained by <a href="{{ site.github.owner_url }}">{{ site.github.owner_name }}</a></p>
-        {% endif %}
-        <!-- <p><small>Hosted on GitHub Pages &mdash; Theme by <a href="https://github.com/orderedlist">orderedlist</a></small></p> -->
-      </footer>
-    </div>
-    <script src="{{ "/assets/js/scale.fix.js" | relative_url }}"></script>
-    {% if site.google_analytics %}
-    <script>
-      (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
-      (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
-      m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
-      })(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
-      ga('create', '{{ site.google_analytics }}', 'auto');
-      ga('send', 'pageview');
-    </script>
-    {% endif %}
-  </body>
-</html>
diff --git a/_layouts/post.html b/_layouts/post.html
deleted file mode 100644
index 251f0b737a..0000000000
--- a/_layouts/post.html
+++ /dev/null
@@ -1,14 +0,0 @@
----
-layout: post-default
----
-
-<small>{{ page.date | date: "%-d %B %Y" }}</small>
-<!-- <h1>{{ page.title }}</h1> -->
-
-<p class="view">by {{ page.author | default: site.author }}</p>
-
-{{content}}
-
-{% if page.tags %}
-  <small>tags: <em>{{ page.tags | join: "</em> - <em>" }}</em></small>
-{% endif %}
diff --git a/_layouts/{{site.image | relative_url}} b/_layouts/{{site.image | relative_url}}
deleted file mode 100644
index e69de29bb2..0000000000
diff --git a/_layouts/{{site.logo | relative_url}} b/_layouts/{{site.logo | relative_url}}
deleted file mode 100644
index e69de29bb2..0000000000
diff --git a/_sass/fonts.scss b/_sass/fonts.scss
deleted file mode 100644
index 04c28e9351..0000000000
--- a/_sass/fonts.scss
+++ /dev/null
@@ -1,55 +0,0 @@
-@font-face {
-  font-family: 'Noto Sans';
-  font-weight: 400;
-  font-style: normal;
-  src: url('../fonts/Noto-Sans-regular/Noto-Sans-regular.eot');
-  src: url('../fonts/Noto-Sans-regular/Noto-Sans-regular.eot?#iefix') format('embedded-opentype'),
-       local('Noto Sans'),
-       local('Noto-Sans-regular'),
-       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.woff2') format('woff2'),
-       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.woff') format('woff'),
-       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.ttf') format('truetype'),
-       url('../fonts/Noto-Sans-regular/Noto-Sans-regular.svg#NotoSans') format('svg');
-}
-
-@font-face {
-  font-family: 'Noto Sans';
-  font-weight: 700;
-  font-style: normal;
-  src: url('../fonts/Noto-Sans-700/Noto-Sans-700.eot');
-  src: url('../fonts/Noto-Sans-700/Noto-Sans-700.eot?#iefix') format('embedded-opentype'),
-       local('Noto Sans Bold'),
-       local('Noto-Sans-700'),
-       url('../fonts/Noto-Sans-700/Noto-Sans-700.woff2') format('woff2'),
-       url('../fonts/Noto-Sans-700/Noto-Sans-700.woff') format('woff'),
-       url('../fonts/Noto-Sans-700/Noto-Sans-700.ttf') format('truetype'),
-       url('../fonts/Noto-Sans-700/Noto-Sans-700.svg#NotoSans') format('svg');
-}
-
-@font-face {
-  font-family: 'Noto Sans';
-  font-weight: 400;
-  font-style: italic;
-  src: url('../fonts/Noto-Sans-italic/Noto-Sans-italic.eot');
-  src: url('../fonts/Noto-Sans-italic/Noto-Sans-italic.eot?#iefix') format('embedded-opentype'),
-       local('Noto Sans Italic'),
-       local('Noto-Sans-italic'),
-       url('../fonts/Noto-Sans-italic/Noto-Sans-italic.woff2') format('woff2'),
-       url('../fonts/Noto-Sans-italic/Noto-Sans-italic.woff') format('woff'),
-       url('../fonts/Noto-Sans-italic/Noto-Sans-italic.ttf') format('truetype'),
-       url('../fonts/Noto-Sans-italic/Noto-Sans-italic.svg#NotoSans') format('svg');
-}
-
-@font-face {
-  font-family: 'Noto Sans';
-  font-weight: 700;
-  font-style: italic;
-  src: url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot');
-  src: url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.eot?#iefix') format('embedded-opentype'),
-       local('Noto Sans Bold Italic'),
-       local('Noto-Sans-700italic'),
-       url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff2') format('woff2'),
-       url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.woff') format('woff'),
-       url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.ttf') format('truetype'),
-       url('../fonts/Noto-Sans-700italic/Noto-Sans-700italic.svg#NotoSans') format('svg');
-}
diff --git a/_sass/jekyll-theme-minimal.scss b/_sass/jekyll-theme-minimal.scss
deleted file mode 100644
index fecbca3e0a..0000000000
--- a/_sass/jekyll-theme-minimal.scss
+++ /dev/null
@@ -1,286 +0,0 @@
-@import "fonts";
-@import "rouge-github";
-
-body {
-  background-color: #fff;
-  padding:50px;
-  font: 14px/1.5 "Noto Sans", "Helvetica Neue", Helvetica, Arial, sans-serif;
-  color:#727272;
-  font-weight:400;
-}
-
-h1, h2, h3, h4, h5, h6 {
-  color:#222;
-  margin:0 0 20px;
-}
-
-p, ul, ol, table, pre, dl {
-  margin:0 0 20px;
-}
-
-h1, h2, h3 {
-  line-height:1.1;
-}
-
-h1 {
-  font-size:28px;
-}
-
-h2 {
-  color:#393939;
-}
-
-h3, h4, h5, h6 {
-  color:#494949;
-}
-
-a {
-  color:#267CB9;
-  text-decoration:none;
-}
-
-a:hover, a:focus {
-  color:#069;
-  font-weight: bold;
-}
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diff --git a/about.html b/about.html
new file mode 100644
index 0000000000..f8981e6186
--- /dev/null
+++ b/about.html
@@ -0,0 +1,101 @@
+
+
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>AIM & CIRMMT Virtual Visit</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+
+
+        <main>
+            <section id="about">
+                <h2>About</h2>
+                <p>
+                    I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of the Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
+                    
+                    My research interests include Optical Music Recognition as well as other MIR-related subfields. My goal is to have computers read sheet music computationally. I started working on this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH, with whom we collaborate closely. 
+                    
+                    I am also the founder and a steering committee member of the <a href="https://www.qmul.ac.uk/ai-and-ethics/" target="_blank">QMUL AI and Ethics Research Group</a>. This group critically examines the ethical dimensions of AI, with a focus on ensuring responsible and inclusive AI applications. The group organizes interdisciplinary seminars, collaborative workshops, and research projects that explore topics such as fairness, accountability, transparency, and the societal implications of AI technologies.
+                </p>
+            </section>
+
+            <section id="education">
+                <h2>Education</h2>
+                <ul>
+                    <li>
+                        <strong>Queen Mary University of London, London — PhD in Artificial Intelligence and Music</strong>
+                        <p><em>September 2019 - Present</em></p>
+                        <p>Key Modules: Advanced Research Methods, Machine Learning, Software Development, Music Informatics, Computer Vision, Deep Learning for Computer Vision, Sound Recording and Production Techniques.</p>
+                        <p>PhD Project: Deep Learning for Optical Music Recognition (OMR) - Working on improving object detection for OMR using R-CNNs, end-to-end OMR with vision transformers and RNNs.</p>
+                    </li>
+                    <li>
+                        <strong>National Tsing Hua University, Hsinchu, Taiwan — MSc in Information Systems and Applications</strong>
+                        <p><em>September 2017 - August 2019</em></p>
+                        <p>Key Modules: Advanced Database, Service Oriented Architecture, Human-Computer Interaction, Data Mining, Machine Learning, Computer Vision.</p>
+                        <p>MSc Project: Fake News Detection Using Word Patterns as Graph Neural Network Inputs.</p>
+                    </li>
+                    <li>
+                        <strong>University of Prishtina, Prishtina, Kosovo — BSc in Telecommunications, Electrical and Computer Engineering</strong>
+                        <p><em>September 2013 - June 2017</em></p>
+                        <p>Key Modules: Signal Processing, Signals and Systems, Mathematics, Physics, Information Theory.</p>
+                        <p>BSc Project: A study on OLED technology and its advantages.</p>
+                    </li>
+                </ul>
+            </section>
+
+            <section id="activities">
+                <h2>Other Activities</h2>
+                <ul>
+                    <li>
+                        <strong>Founder and Co-Chair at the AI, Ethics and Society Group at QMUL -</strong>
+                        <span>Started this initiative a few months ago, now it has around 70 academics from all QMUL schools bringing together their expertise and discussing ethical AI among other topics.</span>
+                    </li>
+                    <li>
+                        <strong>Student Ambassador at QMUL -</strong>
+                        <span>Delivering talks on ML, AI & Creativity in high schools, sharing experiences and opportunities for women in EECS.</span>
+                    </li>
+                    <li>
+                        <strong>Member of the Equality, Inclusion, and Diversity Team at EECS QMUL -</strong>
+                        <span>Conducting interviews, web and social media maintenance.</span>
+                    </li>
+                    <li>
+                        <strong>Medium Contributor -</strong>
+                        <a href="https://medium.com/@e.shatri1" target="_blank">https://medium.com/@e.shatri1</a>
+                    </li>
+                    <li>
+                        <strong>General Chair and Editor -</strong>
+                        <span>WoRMS 2024, WoRMS 2023, WoRMS 2022; Program Committee at WoRMS 2021; Reviewer for ISMIR, MobileCHI, ICIAP.</span>
+                    </li>
+                    <li>
+                        <strong>Member of the Editorial Team -</strong>
+                        <span>Women in MIR (WiMIR) at ISMIR.</span>
+                    </li>
+                </ul>
+            </section>
+        </main>
+
+<footer>
+    <p>© 2024 Elona Shatri. All rights reserved.</p>
+</footer>
+</body>
+</html>
\ No newline at end of file
diff --git a/aim-cirmmt-visit.html b/aim-cirmmt-visit.html
new file mode 100644
index 0000000000..1381f98b31
--- /dev/null
+++ b/aim-cirmmt-visit.html
@@ -0,0 +1,81 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>AIM & CIRMMT Virtual Visit</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Centre for Doctoral Training in AI and Music (AIM) & Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT) Virtual Visit</h2>
+            <article>
+                <p>
+                    Remote working has limited us in many ways, but it has also granted us the liberty of virtually visiting places without boarding an airplane. Virtual visits have become much easier to organize, and this allowed us to connect with IRCAM’s Artificial Creative Intelligence and Data Science (ACIDS) team in Paris back in February. 
+                </p>
+                <p>
+                    This time, we are delighted to “travel” to Canada to meet with the Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT). During this virtual visit, we will share ideas, discuss our research, and showcase the ongoing work from both groups.
+                </p>
+
+                <h3>Event Details</h3>
+                <ul>
+                    <li><strong>Date:</strong> 30th of June 2021</li>
+                    <li><strong>Time:</strong> 2-5 pm (UK time, GMT+1)</li>
+                    <li><strong>Where:</strong> <a href="https://mcgill.zoom.us/j/83537509055" target="_blank">Join via Zoom</a></li>
+                </ul>
+
+                <h3>Presentations</h3>
+                <p>
+                    Each centre will deliver 6-7 presentations by PhD students, totaling 12-14 presentations. Each presentation will last 3-5 minutes. Topics will include:
+                </p>
+                <ul>
+                    <li>Deep learning</li>
+                    <li>Sound synthesis</li>
+                    <li>Gesture and performance analysis</li>
+                    <li>Artificial creativity</li>
+                    <li>Augmented instruments</li>
+                    <li>Generative music</li>
+                    <li>Optical music recognition</li>
+                    <li>Composition and more</li>
+                </ul>
+                <p>
+                    Don’t miss the agenda for a comprehensive overview of the topics covered!
+                </p>
+
+                <h3>Organisers</h3>
+                <ul>
+                    <li><strong>AIM:</strong></li>
+                    <ul>
+                        <li>Elona Shatri: <a href="mailto:e.shatri@qmul.ac.uk">e.shatri@qmul.ac.uk</a></li>
+                        <li>Nick Bryan-Kinns: <a href="mailto:n.bryan-kinns@qmul.ac.uk">n.bryan-kinns@qmul.ac.uk</a></li>
+                    </ul>
+                    <li><strong>CIRMMT:</strong></li>
+                    <ul>
+                        <li>Eduardo Meneses</li>
+                        <li>Carolina Rodríguez</li>
+                    </ul>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
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rename to assets/.DS_Store
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-.table-wrapper {
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diff --git a/assets/css/styles.css b/assets/css/styles.css
new file mode 100644
index 0000000000..0baf69b63d
--- /dev/null
+++ b/assets/css/styles.css
@@ -0,0 +1,127 @@
+/* General Styles */
+body {
+    font-family: Arial, sans-serif;
+    margin: 0;
+    padding: 0;
+    line-height: 1.6;
+    background-color: #f9f9f9;
+}
+
+/* Header */
+header {
+    background: #355c7d;
+    color: white;
+    padding: 2rem 0;
+    text-align: center;
+}
+
+/* Navigation */
+nav {
+    background: #f67280;
+    margin-bottom: 1rem;
+}
+
+nav ul {
+    list-style: none;
+    margin: 0;
+    padding: 0;
+    display: flex;
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+    flex-wrap: wrap; /* Makes the menu wrap on smaller screens */
+}
+
+nav ul li {
+    margin: 0;
+}
+
+nav ul li a {
+    color: white;
+    text-decoration: none;
+    padding: 0.75rem 2rem;
+    display: inline-block;
+}
+
+nav ul li a:hover {
+    background: #f8b195;
+}
+
+/* Sections */
+section {
+    padding: 3rem 2rem;
+    margin: 2rem auto;
+    max-width: 90%; /* Flexible width that scales with the browser */
+    background: white;
+    box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+    border-radius: 8px;
+}
+
+/* Footer */
+footer {
+    background: #333;
+    color: white;
+    text-align: center;
+    padding: 1rem 0;
+    margin-top: 3rem;
+}
+
+/* Utility */
+h2 {
+    color: #333;
+}
+
+a {
+    color: #007bff;
+    text-decoration: none;
+}
+
+a:hover {
+    text-decoration: underline;
+}
+
+/* Responsive Design: Media Queries */
+@media (max-width: 1024px) {
+    section {
+        max-width: 95%;
+        padding: 2rem 1rem;
+    }
+
+    nav ul li a {
+        padding: 0.5rem 1.5rem;
+    }
+}
+
+@media (max-width: 768px) {
+    header {
+        padding: 1.5rem 0;
+    }
+
+    nav ul {
+        flex-direction: column; /* Stacks the menu vertically on small screens */
+        align-items: center;
+    }
+
+    nav ul li a {
+        padding: 0.75rem 1rem;
+        width: 100%;
+        text-align: center;
+    }
+
+    section {
+        padding: 1.5rem 1rem;
+    }
+}
+
+@media (max-width: 480px) {
+    header h1 {
+        font-size: 1.5rem;
+    }
+
+    header p {
+        font-size: 1rem;
+    }
+
+    nav ul li a {
+        font-size: 0.9rem;
+        padding: 0.5rem;
+    }
+}
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diff --git a/blogposts.html b/blogposts.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogposts">
+            <h2>Blogposts and News</h2>
+            <h3><a href="dummy-link-to-worms-2024" target="_blank">The 6th International Workshop on Reading Music Systems 2024</a></h3>
+            <p>
+                The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year’s workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
+            </p>
+            <!-- Add more blogposts here -->
+
+            <li><a href="uk-qatar.html">UK and Qatar Collaborate on AI Research</a></li>
+            <li><a href="worms-2024.html">The 6th International Workshop on Reading Music Systems 2024</a></li>
+            <li><a href="worms2023.html">The 5th International Workshop on Reading Music Systems 2023</a></li>
+            <li><a href="worms-2022.html">The 4th International Workshop on Reading Music Systems 2022</a></li>
+            <li><a href="worms-2021.html">The 3rd International Workshop on Reading Music Systems 2021</a></li>
+            <li><a href="icaspp2020-review.html">ICASSP 2020 - A review on my favourite papers</a></li>
+            <li><a href="optical-music-recognition.html">What is Optical Music Recognition?</a></li>
+            <li><a href="visum-2020.html">Online VISUM 2020 Highlights</a></li>
+            <li><a href="review-on-GANs.html">A Review on Generative Adversarial Networks</a></li>
+            <li><a href="omr-challenges.html">Optical Music Recognition: State of the Art and Major Challenges</a></li>
+            <li><a href="aim-cirmmt-visit.html">Centre for Doctoral Training in AI and Music (AIM) & CIRMMT Virtual Visit</a></li>
+            <li><a href="CV-shqip.html">Si funksionon Computer Vision?</a></li>
+            <li><a href="ML-shqip.html">Çka është Machine Learning?</a></li>
+            <li><a href="NN-shqip.html">Çfarë janë Rrjetat Nervore Kompjuterike?</a></li>
+
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/blogposts.md b/blogposts.md
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----
-layout: post-default
----
-
-# Blogposts and News
-
-## The 6th International Workshop on Reading Music Systems 2024
-
-The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year's workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
-
-Keynote: Beyond Optical Music Recognition
-David Rizo from the University of Alicante delivered the keynote, "Beyond Optical Music Recognition," reflecting on the recent advancements in OMR driven by deep learning techniques. He questioned whether the current research trajectory is adequate to fully address the complexities of OMR and explored the broader implications for creating end-user-centric systems. His presentation dissected the term "OMR" through case studies, providing a critical assessment of its evolution and future.
-
-Highlights from the Paper Sessions
-Session 1: Advancing OMR Models and Analysis
-Can Multimodal Large Language Models Read Music Score Images?
-Jorge Calvo-Zaragoza and collaborators explored the potential of multimodal language models in OMR, discussing their performance on music score images.
-
-Sheet Music Transformer: End-to-End Full-Page OMR for Pianoform Sheet Music
-Antonio Ríos-Vila and colleagues presented a Transformer-based pipeline for recognizing full-page piano sheet music, emphasizing scalability and efficiency.
-
-Towards Sheet Music Information Retrieval Using Multitask Transformers
-Antonio Ríos-Vila and team proposed a unified approach for sheet music retrieval, combining multiple OMR tasks into a multitask transformer framework.
-
-Semantic Reconstruction of Sheet Music with Graph-Neural Networks
-Guillaume de Lambertye and Alexander Pacha demonstrated how graph neural networks could semantically reconstruct sheet music, enabling more accurate music representation.
-
-Staff Layout Analysis Using the YOLO Platform
-Vojtěch Dvořák and collaborators presented a YOLO-based method for analyzing staff layouts, optimizing structural recognition in OMR.
-
-Session 2: Expanding OMR Applications
-On Designing a Representation for the Evaluation of OMR Systems
-Pau Torras and colleagues proposed a novel representation for evaluating OMR performance, emphasizing its utility in benchmarking.
-
-Enhanced User-Machine Interaction for Historical Sheet Music Retrieval
-A. Menárguez Box and team introduced a user-machine interaction model for historical sheet music, leveraging musical notation for enhanced retrieval.
-
-Enhancing Recognition of Historical Musical Pieces with Synthetic and Composed Images
-M. Villarreal Ruiz and J. A. Sánchez explored the use of synthetic images to improve recognition accuracy for historical scores.
-
-The CollabScore Project: From Optical Recognition to Multimodal Music Sources
-Benoît Couasnon and collaborators discussed integrating optical and multimodal music sources into a unified platform for music analysis.
-
-Semi-Automatic Annotation of Chinese Suzipu Notation
-Tristan Repolusk and Eduardo Veas presented a component-based approach for annotating Suzipu notation, addressing unique challenges in Chinese music scores.
-
-Session 3: Historical and Handwritten Music
-OMR on Early Music Sources at the Bavarian State Library with MuRET
-J. Umbreit and S. Schumann discussed automating and scaling OMR for early music sources using MuRET.
-
-OMMR4all Revisited: A Semiautomatic Online Editor for Medieval Music Notations
-Andreas Hartelt and Frank Puppe revisited their online editor for medieval music notations, enhancing usability and automation.
-
-Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks (GANs)
-K. R. Palavala and collaborators demonstrated how GANs could enrich handwritten music datasets for better OMR training.
-
-Crafting Handwritten Notations: Towards Sheet Music Generation
-N. Tirupati and team explored generative methods for creating handwritten sheet music, pushing the boundaries of synthetic data generation.
-
-
-
-## The 5th International Workshop on Reading Music Systems 2023
-
-The 5th International Workshop on Reading Music Systems (WoRMS) took place on November 4th, 2023, in Milan, Italy, offering both on-site and remote participation. This year’s workshop showcased a range of cutting-edge research in Optical Music Recognition (OMR), including advancements in medieval music manuscripts, handwritten music synthesis, and few-shot learning. The program featured three engaging paper sessions and a thought-provoking keynote by Werner Goebl, emphasizing community-driven solutions to perfect music score corpora.
-
-Keynote: Perfecting Music Scores with Crowd-Sourced Validation
-Werner Goebl from the University of Music and Performing Arts Vienna delivered the keynote titled "The Final Stretch of OMR: Perfecting Music Score Corpora with Browser-Based Editing and Validation." Goebl introduced mei-friend, a browser-based editing and validation interface that facilitates community-driven corrections to OMR-generated scores. This innovative tool juxtaposes source score images with their digital renderings, enabling crowdsourced validation to ensure pristine accuracy. The keynote sparked discussions on how decentralized, open systems can contribute to a FAIR (Findable, Accessible, Interoperable, and Reusable) digital music ecosystem.
-
-Highlights from the Paper Sessions
-Session 1: Historical and Multicultural Perspectives
-Optical Music Recognition Workflow for Medieval Music Manuscripts
-Ichiro Fujinaga and Gabriel Vigliensoni explored workflows tailored to the unique challenges of medieval manuscripts, emphasizing the importance of preserving historical notations.
-
-The Suzipu Musical Annotation Tool
-Tristan Repolusk and Eduardo Veas introduced Suzipu, a tool designed to create machine-readable datasets for ancient Chinese music, bridging gaps in cultural heritage digitization.
-
-The OmniOMR Project
-A comprehensive framework for OMR, presented by Jan Hajič, jr., and collaborators, addressing multi-lingual and multi-modal requirements for diverse music scores.
-
-Towards Music Notation and Lyrics Alignment
-Juan Carlos Martinez-Sevilla and Francisco J. Castellanos shared a case study on aligning notation and lyrics in Gregorian chants, advancing research in music-text alignment.
-
-Session 2: Data Generation and Enhancement
-Symbol Generation via Autoencoders for Handwritten Music Synthesis
-Jonáš Havelka and team showcased how autoencoders can generate handwritten music symbols, contributing to realistic data synthesis.
-
-Towards Artificially Generated Handwritten Sheet Music Datasets
-Pranjali Hande and collaborators presented methods for generating artificial datasets, addressing the scarcity of annotated data in OMR.
-
-Improving Sheet Music Recognition with Data Augmentation and Image Enhancement
-Zihui Zhang and colleagues discussed innovative techniques for improving OMR accuracy, leveraging data augmentation and image preprocessing.
-
-Session 3: Few-Shot and End-to-End Learning
-Rotations Are All You Need: A Generic Method for End-To-End OMR
-Antonio Ríos-Vila introduced a novel approach using rotations to simplify and improve end-to-end OMR pipelines.
-
-Few-Shot Music Symbol Classification via Self-Supervised Learning
-María Alfaro-Contreras presented a method for classifying music symbols with minimal training data, leveraging self-supervised learning.
-
-Few-Shot Learning for Layout Analysis of Music Scores
-Francisco J. Castellanos and team conducted a preliminary study on applying few-shot learning to the layout analysis of complex music scores.
-
-
-## The 4th International Workshop on Reading Music Systems 2022
-
-The fourth edition of the International Workshop on Reading Music Systems (WoRMS) was held last Friday, offering another dynamic hybrid experience. Researchers and industry professionals in Optical Music Recognition (OMR) came together to explore the latest advancements and challenges in the field. This year’s workshop featured nine diverse papers spanning topics such as dataset challenges, deep learning innovations, and integration of language models, alongside an engaging keynote by Marie Chupeau (Magic LEMP).
-
-Keynote: Advancing OMR with MaestrIA
-Marie Chupeau opened the workshop by presenting Magic LEMP's OMR solution, MaestrIA, developed for Newzik. She shared insights into their experiments with neural architectures for sequential, mask, and object detection approaches, highlighting the potential of score generation as an asset in OMR. Her discussion delved into the design process of their score generator, sparking interest and questions about how such systems might reshape music digitization.
-
-Highlights from the Paper Sessions
-Session 1: Datasets and Training Challenges
-Challenging Sources: A New Dataset for OMR of Diverse 19th-Century Music Theory Examples
-Fabian C. Moss and collaborators introduced a dataset targeting diverse 19th-century music theory materials. The dataset addresses the need for varied and challenging OMR training sets, opening avenues for more robust systems.
-
-CompIdNet: Sheet Music Composer Identification Using Deep Neural Networks
-Dnyanesh Walwadkar and colleagues presented their work on composer identification through deep learning. This research adds a novel dimension to OMR by linking sheet music to its creators.
-
-Obstacles with Synthesizing Training Data for OMR
-Jiří Mayer and Pavel Pecina explored challenges in generating synthetic training data, identifying issues that arise when bridging the gap between synthetic and real-world datasets.
-
-Session 2: Full-Page and Graph-Based OMR
-End-To-End Full-Page Optical Music Recognition of Monophonic Documents via Score Unfolding
-Antonio Ríos-Vila and team proposed a full-page recognition pipeline leveraging a score unfolding mechanism for monophonic documents, addressing scalability in OMR systems.
-
-End-to-End Graph Prediction for Optical Music Recognition
-Carlos Garrido-Muñoz and collaborators discussed graph-based models, which allow for efficient encoding of complex music notation relationships.
-
-Efficient Approaches for Notation Assembly in Optical Music Recognition
-Carlos Penarrubia and co-authors presented techniques for efficiently assembling notations post-recognition, optimizing the final stages of the OMR pipeline.
-
-Session 3: Applications and Enhancements
-Computer-Assisted Measure Detection in a Music Score-Following Application
-Eran Egozy and Ian Clester focused on integrating measure detection for applications in score-following, emphasizing real-time performance aids.
-
-Automated Transcription of Electronic Drumkits
-Florent Jacquemard and team showcased their work on transcribing electronic drumkit performances, bridging the gap between electronic and traditional score representation.
-
-Improving Handwritten Music Recognition through Language Model Integration
-Pau Torras and colleagues demonstrated how language models could enhance recognition accuracy, particularly for handwritten scores.
-
-
-
-## The 3rd International Workshop on Reading Music Systems 2021
-
-![worms2021]({% link /assets/img/worms2021.png %})
-
-The third edition of The International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting last Friday, 23rd of July. It brought together many researchers working in Optical Music Recognition (OMR) and also from the industry. This edition 11 papers researching a broad list of topics in OMR were presented, and an [outstanding keynote from Anthony Wilkes (Organum Ltd)](https://drive.google.com/file/d/1IDgOaW8tGxJt9Top7x7GSZXLsAo-XVcb/view) was talking on The design of ReadScoreLib. 
-
-Below I will try to summarise some of the papers presented. 
-
-[Hybrid Annotation Systems for Music Transcription by Ioannis Petros Samiotis, Christoph Lofi and Alessandro Bozzon](https://drive.google.com/file/d/17BdTUfU6Fk8qyrpxo6L-BGTqIhLvStL5/view)
-
-Dwells on the idea of bringing human annotation and automated methods together for music transcription. In other words, how can a non-specialist carry out music transcription with careful task interaction using AI automated methods. Among 144 workers that executed tasks in MTurk, those with formal knowledge in music were rare. Audio extracts of target music scores were offered to increase performance, especially for short segments of one or two measures. For longer segments, audio extracts have shown better results against textual measures, but a combination of the two was used as more preferable. 
-
-
-[Implementation and evaluation of a neural network for the recognition of handwritten melodies by Nils Wenzlitschke](https://drive.google.com/file/d/17Dp9gIjQPZVwSFJzKK8QA6Xjcgv894wj/view)
-
-This research came as a fruit of a current need for digital archiving and digitalisation of music for the
-University Library of Regensburg. It evaluates if the existing SOTA deep learning architecture is able to recognise handwritten monophonic scores for the purpose of digitalisation. Based on existing work, the architecture includes two neural networks: a stave recognition network using autoencoders and an end-to-end note recognition using recurrent convolutional networks. One limitation mentioned is the amount of annotated data available for this research. 
-
-
-[DoReMi: First glance at a universal OMR dataset by Elona Shatri and George Fazekas ](https://scholar.google.com/scholar_url?url=https://arxiv.org/abs/2107.07786&hl=en&sa=T&oi=gsb&ct=res&cd=0&d=14810089764046134622&ei=zZr-YJCFNYqImgHdz7SYBQ&scisig=AAGBfm3Isc8XU8MWS1mRRgnn5ctiET7y8g)
-
-We were also part of this workshop presenting our work in our newly published dataset DoReMi. We presented some of the challenges the lack of a well-annotated, that supports more than one stage of OMR poses and how DoReMi moves closer to such dataset. Furthermore, statistics on the dataset and baseline experiments on object detection using Faster R-CNN models. 
-
-[The Challenge of Reconstructing Digits in Music Scores by Alexander Pacha](https://drive.google.com/file/d/10uUCaORERAzD-ISSm6FUeNNOOzrTRDzF/view)
-
-Pacha presented some focused research he is currently conducting at e[note](https://enote.com/index) in recognising and reconstructing the digit elements in sheet music. He shows the main challenges posed by the ambiguity of the variations in their classes, their contextual nature and more computer vision issues. He then shows the results in using deep learning to recognise digits. The network was trained in synthetic samples and achieved a validation accuracy of 95%, which does not live it up in real-world scores. To address it was fine tunned on 7000 manually annotated real scores, but yet again, accuracy does not reach 60%. In the end, this opened up a long discussion in the workshop on why does this happen and the ways to tackle it. 
-
-[Detecting Staves and Measures in Music Scores with Deep Learning](https://drive.google.com/file/d/1uSIrbiLrx1RfXEV86STS7XRuwJoa34O7/view)
-
-This paper investigates strategies of detecting measures, staves and system measures using machine learning. That is to aid the detection of structural elements as a basis for an OMR system. A neural network is trained in handwritten music scores to generate annotations for typeset music. Detectron2 was used as a framework and Faster R-CNNs as a model to predict the bounding boxes in images. The datasets used for training were MUSCIMA++ and AudioLabs datasets. They applied the model in three settings: single class models (system measures, stave measures, staves), two class models (system measures & staves) and three class models (system measures & stave measures & staves). The first setting is performing best. However, considering that that model lacks diversity, it might not work well for every kind of sheet music. 
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-[Unsupervised Neural Document Analysis for Music Score Images](https://drive.google.com/file/d/1ZBRaOwsTkdOUo6sfm9xdQPuPMNyM89ho/view)
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-Given the lack of large training annotated set, this study suggests using Domain Adaptation (DA) based on adversarial training. The propose combining DA and Selectional Auto-Encoders for unsupervised document analysis. They utilise three corpora manually labelled for the layers: SALZINNES, EINSIEDELN and CAPITAN, and using F-score as an evaluation metric. Results obtained show the proposed method slightly improves state-of-the-art, but such adaptation should not be carried out in every type of layer. 
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-[Multimodal Audio and Image Music Transcription](https://drive.google.com/file/d/1ZDlU0WDmqC4-37s2gkCf2nOAt4Z5Ow-S/view)
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-This paper draws attention to Optical Music Recognition (OMR) and Automatic Music Transcription (AMT) similarities and exploits them to assist each field. The paper presents a proof-of-concept that combines end-to-end AMT and OMR systems predictions over a set of monophonic scores. Using Symbol Error Rate (SER), they show that a fusion model of the two can slightly improve the error rate in OMR.
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-[Sequential Next-Symbol Prediction for Optical Music Recognition](https://drive.google.com/file/d/1o4zm_fx_Fa7zclWkqgbVLx2x3DuvZidz/view)
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-This study proposes to address the lack of large training sets with a sequential classification-based approach for music scores. That is by predicting the symbol locations and their respective music-notation label using Convolutional Neural Networks (CNN). 
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-[Completing Optical Music Recognition with Agnostic Transcription and Machine](https://drive.google.com/file/d/1WAhrcPRzpuoB1fJsMkGCZamIp1CHv3c5/view)
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-This work focuses on the last stage of OMR, encoding, where outputs from images are converted to a score encoding format. The paper investigates the implementations of recognition pipelines that use Machine Translation to do the encoding. 
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-
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-## Centre for Doctoral Training in AI and Music (AIM) & Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT) virtual visit
-
-Remote working has limited us in many things, simultaneously it gave us the liberty of being in places without taking an aeroplane. Virtual visits became a much easier thing to organise. That allowed us to meet our peers in IRCAM’s Artificial Creative Intelligence and Data Science (ACIDS) team in Paris back in February.  This time we are delighted to “travel” to Canada and meet with Centre for Interdisciplinary Research in Music Media and Technology (CIRMMT).
-
-We will share our ideas and research and what our groups are working on at the moment. Each centre will have 6-7 presentations from PhD students, totalling 12-14 presentations, with a length of 3-5 minutes per presentation.
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-These presentations will revolve around topics such as deep learning, sound synthesis, gesture and performance analysis, artificial creativity, augmented instruments, generative music, optical music recognition, composition… and much more! See the agenda!
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-Date: 30th of June 2021
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-Time: 2-5 pm (UK time, GMT+1)
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-Where: https://mcgill.zoom.us/j/83537509055
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-
-Organisers:
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-AIM
-Elona Shatri: e.shatri@qmul.ac.uk
-Nick Bryan-Kinns: n.bryan-kinns@qmul.ac.uk
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-CIRMMT
-Eduardo Meneses
-Carolina Rodríguez
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-## Optical Music Recognition: State of the Art and Major Challenges
-### Review paper summary on OMR — paradigm shift and possible directions.
-
-Recently I got my very first paper accepted to the [International Conference on Technologies for Music Notation and Representation (TENOR) 2020](https://arxiv.org/abs/2006.07885). The journey of getting published was very insightful and it will serve as my own guide to publishing in the future.
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-The paper summarises prior work and takes a position in progressing the field of my research topic — Optical Music Recognition (OMR). You can read more about OMR in my previous article. I have heard the pros and cons of publishing a position paper at the beginning of my academic journey. However, writing this paper made me doubt myself which always resulted in learning more.
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-Back to the actual content of the paper, I try to summarize the four main stages of the OMR pipeline variety of published work in each stage. Furthermore, I try to capture the paradigm shift in the methods used in OMR from conventional computer vision systems to end-to-end deep learning networks.
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-
-Overall OMR traditional pipeline [13]
-Initially, the four stages of OMR included image preprocessing, musical object detection, musical symbol reconstruction and finally encoding the musical knowledge into a machine-readable file. In the image preprocessing stage mainly enhancement, de-skewing, blurring, noise removal and binarisation were applied [1, 2, 3, 4, 5]. Binarisation is the process of converting an image to binary (only black and white pixels). Initially, such processes were performed using traditional techniques such as choosing a binarisation threshold based on the global histogram of the image. Later on, for instance, binarisation is done using sectional auto-encoders [6, 7]. These encoders learn an end-to-end transformation for the binarisation.
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-Moving on to musical symbol detection, this stage has three substages: staff-processing, musical symbol processing and finally classification. In staff-processing, staff lines are first detected and depending on the study removed. Lately, Pacha et al. using object detection techniques proved that removing staff lines does not guarantee better performance [8].
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-The musical object detection stage has largely benefited from the state of the art in computer vision, especially from object detection in general. Models such as Fast R-CNNs, Faster R-CNNs, Single Shot Detectors (SSD) were used to detect musical objects. They use pre-trained models which are later fine-tuned in a handwritten sheet music dataset MUSCIMA++ [9]. This work draws a baseline on using deep learning in object detection in sheet music.
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-One of the most complicated stages is reconstructing structural and semantic relationships between the musical symbols. This step was usually done using musical knowledge, rules and heuristics [10, 12]. Recently, this stage was also exposed to deep learning methods and end-to-end learning [11]. However, a major problem here is finding representations that can capture both structural and semantic relationships in music. This is due to the fact that music has a very complex structure with the symbols having spatial relationships and long-term dependencies. These relationships build up the music a structure and their semantic meaning is the music itself. As such, finding a representation that embeds all this information is very challenging.
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-Ultimately, the goal is to encode all retrieved relationships into a machine-readable file. There is a variety of such formats. While some formats encode instrument, pitch, velocity and onsets, those can only facilitate replayability. Other formats can encode more information which facilitates not only replayability but also an approximation on how the symbols looked on the sheet.
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-
-OMR moving towards end-to-end learning [13]
-To conclude the main challenges on OMR today are the lack of a bigger labelled dataset, music objects and staff lines detection, semantic meaning reconstruction, and lack of standardisation, evaluation metrics and the output representation [13].
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-Read more here: https://arxiv.org/abs/2006.07885
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-References
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-I. Fujinaga, “Optical music recognition using projections,” PhD dissertation, McGill University Montreal, Canada, 1988.
-B. Couasnon, P. Brisset, I. Stephan, and C. P. Brisset, “Using logic programming languages for optical music recognition,” in In Proceedings of the Third International Conference on The Practical Application of Prolog. Citeseer, 1995.
-A. Fornes, J. Llados, G. Sanchez, and H. Bunke, “Writer identification in old handwritten music scores,” in 2008 The Eighth IAPR International Workshop on Document Analysis Systems. IEEE, 2008, pp. 347– 353.
-A. Fornes, J. Llados, G. Sanchez, and H. Bunke, “On the Use of Textural Features for Writer Identification in Old Handwritten Music Scores,” in 2009 10th International Conference on Document Analysis and Recognition. Barcelona, Spain: IEEE, 2009, pp. 996–1000. [Online]. Available: http://ieeexplore.ieee. org/document/5277541/
-L. J. Tardon, S. Sammartino, I. Barbancho, V. Gomez, and A. Oliver, “Optical music recognition for scores written in white mensural notation,” EURASIP Journal on Image and Video Processing, vol. 2009, no. 1, p. 843401, 2009.
-A.-J. Gallego and J. Calvo-Zaragoza, “Staff-line removal with selectional auto-encoders,” Expert Systems with Applications, vol. 89, pp. 138–148, 2017.
-J. Calvo-Zaragoza and A.-J. Gallego, “A selectional auto-encoder approach for document image binarization,” Pattern Recognition, vol. 86, pp. 37–47, 2018.
-A. Pacha, K.-Y. Choi, B. Couasnon, Y. Ricquebourg, R. Zanibbi, and H. Eidenberger, “Handwritten Music Object Detection: Open Issues and Baseline Results,” in 2018 13th IAPR International Workshop on Document Analysis Systems (DAS). Vienna: IEEE, Apr. 2018, pp. 163–168. [Online]. Available: https: //ieeexplore.ieee.org/document/8395189/
-Hajič, Jan, and Pavel Pecina. “The MUSCIMA++ dataset for handwritten optical music recognition.” 2017 14th IAPR International Conference on Document Analysis
-P. D, “Computer pattern recognition of standard engraved music notation,” in Structured Document Image Analysis. Springer, 1992, pp. 405–434.
-A. Pacha, J. Calvo-Zaragoza, and J. Hajic jr, “Learning notation graph construction for full-pipeline optical music recognition,” in 20th International Society for Music Information Retrieval Conference, 2019.
-D. Bainbridge and T. C. Bell, “A music notation construction engine for optical music recognition,” Softw., Pract. Exper., vol. 33, pp. 173–200, 2003.
-E. Shatri and G. Fazekas, “Optical Music Recognition: State of the Art and Major Challenges”, arXiv preprint arXiv:2006.07885, 2020
-
-## A review on Generative Adversarial Networks
-### How did the GANs change the way machine learning works?
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-The history of deep learning has shown to be a bit unusual. Many practices, such as convolutional neural networks, invented in the 80s, had a comeback only after 20 years. While most of the methods had a comeback, Generative Adversarial Networks were one of the most innovative techniques to happen to deep learning in the past ten years. While discriminative networks with propagation and dropout algorithms with a well-behaved gradient shown to be very successful, it was not the same case with generative networks. Deep generative networks had issues with approximating intractable probabilistic computations during the estimation of maximum likelihood. Furthermore, it can not leverage the benefits of linear units in a generative context. GANs came to assist the field with these two issues while bringing both a generative and a discriminative network together.
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-GANs were first proposed by Goodfellow et al. [1] at the University of Montreal. The basic framework contains a generator working against an adversary, while the discriminator learns to tell if a sample belongs the data distribution or from the generative network. The idea is for these two networks to get better while competing against each other.
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-The most straightforward modelling is having both the discriminator and generator as a multilayer neural network. The generator learns the mapping from a latent space to data distribution, tending to become similar to the ground data distribution. The discriminator, on the other hand, tries distinguishing between real data distribution and what was generated from the generator. The goal of the generative network is to trick the discriminator into thinking that the novel data produced is coming from true data distribution; this way, it increases the discriminator’s error rate.
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-Deep Convolutional Generative Adversarial Networks(DCGANs) – mc.ai
-Figure 1: Building blocks of a GAN (https://mc.ai/deep-convolutional-generative-adversarial-networksdcgans/)
-We should emphasise that the role of GAN is not to reproduce data used during training, instead to produce new data. We can describe it as a two-person game, these two networks opposing each-other, meaning that the end goal is achieving an equilibrium in which these trained networks have the best response to each other. At this point, they can not improve anymore, and the training stops. However, such an equilibrium is difficult to be achieved and even less maintained, and this is the first issue with GANs. Another problem is that there is no way to validate if the generator has learned to produce a distribution similar to real-life data distribution in a held-out dataset like other deep learning techniques.
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-In the original paper, it is experimentally shown that the amount of data and the depth of the network plays a huge role in a better performance. When the data point is an image that would mean that the amount of data should be exponential to the number of pixels. Given that images have hundreds/thousands of pixels that would mean better results are achieved in nets that can not be implemented yet with the available computational power and data.
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-GANs application has been extensive, from art, fashion, advertising, science to video games. However, these networks have also been adopted for malicious intents such as creating fake social media profiles using synthesised images produced with GANs. As we can see, its application is more extensive in the field of computer vision.
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-
-Figure 2: A road map of GANs since the original paper, inspired by [9]
-In Figure 1 a road map of GANs starting from the original paper is given. Because of the page limitation, I will list the mentioned methods briefly and what they tackle — many papers proceeding original work focus in modification during the training process.
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-Deep convolutional GANs (DCGANs) [2] have better performance since instead of defining the generator (G) and discriminator (D) with multilayer perceptrons it defines it with CNNs, when used with images. It does not have pooling layers, so to increase spatial dimensionality, it uses deconvolution. Normalise batches for all layers in G and D except for the last layer of D and the first layer of G, so the information on the correct mean of data distribution is not lost.
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-Changes in the training settings were proposed by ImprovedGANs [3] that have to do with minibatch discrimination, virtual batch normalisation and feature matching. Given that the original GANs suffer from low-resolution, LAPGAN [4] using CNNs within a Laplacian pyramid generate higher resolution images. Progressive GANs (PGGAN) [5] also propose a modification in training, based on progressive neural networks, to grow both discriminator and generator, from low to higher resolution by adding new layers progressively.
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-image-to-image translation traditionally to learn to map between an output and input image using a training set that contains aligned pairs. CycleGANs [6] use an adversarial loss to map an image from source domain X to a target domain Y, lacking pairs. Furthermore, they couple this loss with an inverse mapping achieving a cycle constancy.
-
-Another issue with original GANs is mode collapse, which means they tend to produce similar samples, even when trained on diverse datasets. PACGANs [7] handle this issue with what they call packing. The main changes happen in the discriminative network, enabling the network to make decisions based on multiple samples from the same class, from both real and generated data distribution.
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-Self-Attention Generative Adversarial Network (SAGAN) [8] propose using long-range dependency modelling with attention for image generation. It uses spectral normalisation for G and D, and prove to improve the training process.
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-Another different way of using GANs has been training the generator on a single natural image, using a pyramid of FC GANs, each learns a distribution at different scales of the image.
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-A problem yet to be tackled in GANs is the fact that they assume that the generated samples have different generative parameters, which means they can not produce discrete data directly. Another open question is how to measure the uncertainty of a well trained generative network.
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-I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio, “Generative adversarial nets,” in advances in neural information processing systems, pp. 2672–2680, 2014.
-A. Radford, L. Metz, and S. Chintala, “Unsupervised representation learning with deep convolutional generative adversarial networks,”arXiv preprint arXiv:1511.06434, 2015.
-T. Salimans, I. Goodfellow, W. Zaremba, V. Cheung, A. Radford, and X. Chen, “Improved techniques for training gans,” in Advances in neural information processing systems, pp. 2234–2242, 2016.
-E. L. Denton, S. Chintala, R. Fergus, et al., “Deep generative image models using a laplacian pyramid of adversarial networks,” in advances in neural information processing systems, pp. 1486–1494, 2015.
-T. Karras, T. Aila, S. Laine, and J. Lehtinen, “Progressive growing of gans for improved quality, stability, and variation,”arXiv preprint arXiv:1710.10196, 2017.
-J.-Y. Zhu, T. Park, P. Isola, and A. A. Efros, “Unpaired image-to-image translation using cycle-consistent adversarial networks,” in Proceedings of the IEEE international conference on computer vision, pp. 2223–2232, 2017.
-Z. Lin, A. Khetan, G. Fanti, and S. Oh, “Pacgan: The power of two samples in generative adversarial networks,” in Advances in neural information processing systems, pp. 1498–1507,2018.
-H. Zhang, I. Goodfellow, D. Metaxas, and A. Odena, “Self-attention generative adversarial networks,”arXiv preprint arXiv:1805.08318, 2018.
-J. Gui, Z. Sun, Y. Wen, D. Tao, and J. Ye, “A review on generative adversarial networks: Algorithms, theory, and applications,”arXiv preprint arXiv:2001.06937, 2020.
-
-
-## Online VISUM 2020 highlights 
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-Starting from 3rd to July 10th, I attended the VISUM summer school online. The conference was set to happen in Porto, then the pandemic and it was moved online.
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-The itinerary included lectures, AI shots, and the main competition. The lectures were in ranges of machine learning, deep learning, information security, AI and more. While the AI shots were the sessions between lectures and breaks where people from industry partners were invited to give a 30 minutes talk on their work and what are the AI use cases in their work.
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-Jaime Cardoso (INESC TEC and the University of Porto FEUP), gave a detailed lecture on computer vision (CV) and machine learning (DL). A roadmap and derivatives such as deep learning, artificial intelligence and their history.
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-One of the highlights of the summer school was having professor Johan Suykens as an invited speaker to talk on Deep Learning and Kernel Machines. As a reminder, least-squares SVM (LS-SVM) classifiers were proposed by professor Suykens and Vandewalle [1]. After giving a brief introduction to deep learning, he went on to talk more on function estimation and model representation, LS-SVM, kernel spectral clustering, restricted kernel machines and generative models.
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-Action recognition is one of the most popular and explored areas in computer vision. We had the pleasure to listen to Pascal Mettes from the University of Amsterdam give a detailed talk on action recognition. His talk had three main topics: video representation for action recognition, action and video understanding without labels and recent advances in action understanding. On recognizing video with deep learning, he outlined three approaches: pooling over time, time as a channel dimension and time as a spatial dimension. Furthermore emphasizing the pros and cons of using one approach over the others. Moving to the second part, he mentions approaches such as zero-shot learning, self-supervised learning for action recognition. He closed his talk with recent approaches to action recognition using graph neural networks.
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-A very interesting talk was Optimal Transport in Deep Learning, given by professor Nicolas Courty. He started his talk with an introduction to optimal transport and then moved to its application to DL. The lecture went back to the first formulation of the optimal transport and resource allocation problem by Monge. He then moved to other contributions to the field such as Tolstoi, Kantorovich, Hitchcock. He explained learning from distribution, histograms, Wasserstein Loss, finding the Monge mapping and the domain adaptation problem. What was clear from the lecture is that optimal transport is a well-grounded theory allowing us manipulating with distributions in ML. It is a very complex theory; nonetheless, it is widely applied in large scale deep learning settings.
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-One of the talks I was very familiar with was the talk on Information Security by professor Marta Gomez-Barrero. She introduced the whole field going on to cryptography, biometric data, user authentication and discussing a case study. The case study was Cancelable Biometrics Based on Bloom Filter [2].
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-Last but not least, a lecture on Interpretability for ML in Medical Imaging from Mauricio Reyes (University of Bern). Terms like explainability and interpretability are often used interchangeably in ML. Reyes explains the difference between these two :
-Explainability — “What’s the process behind” (e.g. Apple falling from a tree: gravity)
-Interpretability — “understanding/predicting causal/effect phenomena” (what happens if I cut the apple from the tree: it will fall)
-He goes on to explain why do we interpretability of models and especially in medical imaging. He later uses popular ML models with use cases and how can they be interpreted.
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-The most exciting part of the summer school was the competition. From 70+ participants, we formed teams of three to work on the same problem. The problem we worked on was fish detection. The winning teams had similar results to state of the art. Similar techniques in image pre-processing and methodologies were used, such as YOLO, Faster R-CNN and the real boost coming from transfer learning using pre-trained models.
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-[1] Suykens, J. A. K., et al. “Least squares support vector machine classifiers: a large scale algorithm.” Proceedings of the European Conference on Circuit Theory and Design. Vol. 10. 1999.
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-[2] Rathgeb, Christian, et al. “Towards cancelable multi-biometrics based on bloom filters: a case study on feature level fusion of face and iris.” 3rd international workshop on biometrics and forensics (IWBF 2015). IEEE, 2015.
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-## What is Optical Music Recognition?
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-I have always been enthusiastic to explore of Computer Vision, equally, music has also been a great part of my life. Combined, they make a great research problem! Four months ago, I commenced a 4-year Ph.D. program. So far, it has been an insane journey in terms of how much I have learned and the enthusiasm to learn more.
-
-
-Photo by Sarah on Unsplash
-The research problem I am undertaking is Optical Music Recognition (OMR), more pointedly, investigating if Deep Learning can assist in improving the performances of the current methods.
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-For you to get to comprehend this problem a little bit more, I will attempt to clarify what OMR is, the conventional methods used and the main issues needed to be tackled in the future.
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-Most of us have presumably used Google translate and its camera translation feature by now. By just taking a picture of a text, we save time and avoid learning Chinese or other languages. Now let us think of how this feature would apply to music. Musicians still write in music sheets or blank paper. However, if they want to share their music, they will have to transcribe it into a computer. A computer-readable music file would be more accessible. Therefore the motivation behind this research is the possibility of allowing composers, musicians, to not only transcribe and edit music by means of taking a picture of the sheet music but ultimately share and play their pieces. OMR would also assist in music statistics, and enable searchability for notations, similar to that of searching for text.
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-Calvo-Zaragoza et al. give a very clear and inclusive definition of OMR, calling it a research field rather than a simple problem.
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-Optical Music Recognition is a field of research that investigates how to computationally read music notation in documents.
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-The second part of the definition stresses the “computationally read music notation in documents”, given that it is performed by computers (rather than humans), it does not concern music notation models themselves, but it builds upon this knowledge. Furthermore, it emphasizes the information captured by these systems, which I will explain in more detail in below sections.
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-The research field was established at MIT in the late 1960s, using scanned printed music sheets. The pioneers in the field are Ichiro Fujinaga, Nicholas Carter, Kia Ng, David Bainbridge and Tim Bell. Their work is still an excellent foundation for today’s research. OMR is related to other fields such as music information retrieval, computer vision and document analysis.
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-Based on the carried out studies a standard pipeline reflecting the approaches taken into solving the problem was formed (see figure 1).
-
-
-Figure 1. The standard OMR pipeline (Image by author)
-The usual inputs to this pipeline are scans/pictures of printed/handwritten music sheets. These images are then subject to image processing techniques. These techniques include binarization (black and white), blurring, deskewing (rotation), and will help in reducing the noise in the image.
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-Enhanced images will next be used in music object recognition. In this step, the algorithm will try to identify musical objects such as clefs, noteheads, bars, slurs, and others. In this stage, the objects are primitives and separate from their semantic meaning.
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-
-Figure 2. Object detection with Faster R-CCN (source: https://github.com/apacha/MusicObjectDetector-TF)
-Consequently, the next step attempts to reconstruct the relationships these primitives have had, together with the semantic meaning. This approach rebuilds the semantics based on grammar rules that exist in music.
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-The final output can represent the musical meaning and description of the music score in the input and it is machine-readable. The usual formats of these files can be MIDI, MusicXML, MEI and so on.
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-
-Sample of a file format output (Image by author)
-We want to explore new ways of performing such steps using Deep Learning (DL). Most DL models build on artificial neural networks. These networks are inspired by the biological neural networks. They consist of many layers that have the so-called nodes; they contain one input layer, one or more hidden layers and output layers. The deeper it goes, the more intricate features a model can learn and extract. The hidden layers in between are usually referred to as a “black box.” That is because we can not easily understand what happens inside, albeit new research is focusing on this.
-
-We plan to start by applying this approach in the second stage of OMR, that is, music object detection. To do this, we need a vast dataset containing images of music sheets. This dataset should also have a ground truth so that the model can learn well from it. A part of the data, called test data, should not be seen by the model. This way, we can evaluate how good the model does on things it has never seen before. This model should be designed based on the nature of the experiment, the input, and the desired output. We also propose bringing standardization on what formats inputs, outputs should be and their evaluation.
-
-References:
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-A. Rebelo, I. Fujinaga, F. Paszkiewicz, A. R. S. Marcal, C. Guedes, and J. S. Cardoso, “Optical music recognition: state-of-the-art and open issues,” Int J Multimed Info Retr, vol. 1, no. 3, pp. 173–190, Oct. 2012. [Online]. Available: http: //link.springer.com/10.1007/s13735–012–0004–6
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-J. Calvo-Zaragoza, J. Hajicˇ Jr., and A. Pacha, “Understanding Optical Music Recognition,” arXiv:1908.03608 [cs, eess], Aug. 2019, arXiv: 1908.03608. [Online]. Available: http://arxiv.org/abs/ 1908.03608
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-Pacha, Alexander, Jan Hajič, and Jorge Calvo-Zaragoza. “A baseline for general music object detection with deep learning.” Applied Sciences 8.9 (2018): 1488.
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-
-## ICASP 2020 - A review on my favourite papers
-
-### On Network Science and Mutual Information for Explaining Deep Neural Networks
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-This paper works toward interpretable neural network models. This work is in part of a bigger move in the machine learning community, to open the so-called “black box” and be able to explain how the machine is learning. This study investigates how the information flows through feedforward networks. They propose using information theory on top of the network science to calculate an information measure that represents the amount of information that flows between two neurons. The technique to codify this information flow is called Neural Information Flow (NIF). Basically, NIF weights the importance that edges of the neurons have in a multilayer perceptron (MLP) or Convolutional Neural Networks (CNN) while using the mutual information between nodes which is modelled as distribution. Feature attribution is computed as follows, an importance value is placed along all the edges of the network, a product of all these values in a given path is calculated, to finally sum all these products across all possible paths from an input and output. NIF provides information on the most crucial paths of a network. Hence, less important parameters can be removed without loss of accuracy, facilitating network pruning at inference time. Furthermore, NIF can help in visualising edge communities, understanding how nodes form communities, for instance in an MLP. This could help in better training of a network, but needs to further be investigated. However, NIF is of a high computation complexity, which seems to be the main area for improvement.
-
-[Davis, Brian, et al. “On Network Science and Mutual Information for Explaining Deep Neural Networks.” ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020](https://ieeexplore.ieee.org/document/9053078)
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- 
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-### Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation
-
-This paper tackles the efficiency of object detection. Object detection is a process of simultaneous localisation and classification. While the first one gives the category the object belongs to, the second one tells where this object is located. Both tasks require robust features that well represent an object. However, these tasks have many non-shared characteristics. Classification concentrates on partial areas or the most prominent region during recognition, i.e. the head of a cat, whereas localisation considers a larger area of the image. Classification is translation invariant while localisation has translation variant characteristics. Hence, the authors propose a network that in addition to considering the common properties, also considers task-specific characteristics of both tasks. They propose altering existing object detection in three stages. Having a lower layer that shares less semantic features between classification and localisation. Consequently, separating the backbone layers to learn task-specific semantic features. Finally, fuse these two separated features by concatenating and 1×1 convolution to have the same number of channels with the separated features. Experimental results show that such an approach can encode two-task specific features while improving performance. However, these improvements are not substantial and further detailed investigation is needed for the task-specific objective functions. 
-
-[Kim, Jung Uk, et al. “Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation.” ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020](https://ieeexplore.ieee.org/abstract/document/9054600)
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-
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-### Unsupervised Domain Adaptation for Semantic Segmentation with Symmetric Adaptation Consistency
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-Domain adaptation deals with learning a predictor when the training and test sets come from a different distribution. An example of this situation could be semantic segmentation. If a network trained in synthetic images, fully labelled, has to segment real-world images. These two types of distributions are very different; therefore, a mapping of features is needed. Unsupervised domain adaptation uses the labels from the training time to solve tasks in the shifted distribution data with no labels. This paper utilizes adversarial learning and semi-supervised learning for domain adaptation in semantic segmentation. The two stages of this method are image-to-image translation and feature-level domain adaptation. Firstly, images from source domain are translated to the targeted domain using a translation model. Finally, the semantic segmentation model is trained in an adversarial and semi-supervised manner at the same time. This is done by first symmetrically training two segmentation models with adversarial learning and then between the outputs of the two models introduce the consistency into semi-supervised learning to improve accuracy on pseudo labels that highly affect the final adaptation performance. They achieve state-of-the-art performance on semantic segmentation on the GTA-to-Cityscapes. 
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-[Li, Zongyao, et al. “Unsupervised Domain Adaptation for Semantic Segmentation with Symmetric Adaptation Consistency.” ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020](https://ieeexplore.ieee.org/document/9053388)
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-# Articles on Machine learning in Albanian language 
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-## Çfarë janë Rrjetat Nervore Kompjuterike (Neural Networks)?
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-Përmbajtja:
-Përkufizimi i rrjetave nervore kompjuterike
-Shembuj
-Elementet e rrjetave nervore kompjuterike
-Konceptet baze të rrjetave nervore të thella
-Pëkufizimi i rrjetave nervore kompjuterike
-Rrjetat nervore kompjuterike (Neural Networks) janë një bashkësi e algoritmeve përllogaritës, të modeluar sipas trurit të njeriut, e të projektuar që të njohin motive apo rregullsi. Çfarëdo qofshin të dhënat në hyrje: fotografi, tekst, seri kohore, këto rrjeta së pari i përkthejnë këto të dhëna në të dhëna numerike, që më pas vendosen nëpër vektorë, e në fund gjendet motivi.
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-Rrjetat nervore kompjuterike na ndihmojnë duke klasifikuar dhe grumbulluar (classifying and clustering). Këtë mund ta imagjinoni si një shtresë klasifikimi e grumbullimi në krye të të dhënave që posedoni. Këto janë të afta të njohin e identifikojnë të dhëna që nuk i ka parë më herët, pa etiketë, në baze të ngjashmërive që ka me të dhenat e tjera që i ka parë më herët. Për shembull: të imagjinojmë që gjatë jetës sonë kemi parë mollë të gjelbërta dhe të kuqe. Sot dikush na ofron një mollë të verdhë dhe ne shohim ngjyren, por ngjyra nuk na ndihmon ta identifikojmë cili frut është, shohim formën dhe tani e krahasojmë me të gjitha frutat që kemi parë më herët. Gjejmë frutin më të ngjashëm në formë, ose edhe në shije e ky frut do të ishte molla. Pra ne edhe pse kurre nuk kemi pare mollë të verdhë, prap jemi në gjendje të tregojmë se është mollë. I njejti parim vlen edhe për këto rrjeta. Në këtë rast, dy atributet e përmendura të pemës janë ngjyra dhe forma.
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-Deep learning (shqip: të mësuarit e thellë) përdor një bashkësi të dhënash të etiketuara për t’u trajnuar apo për të mësuar. Këtë mësim apo trajnim do t’a përdorë më vonë për të krahasuar me të dhëna të paetiketuara.
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-Tani të mendojmë për çfarë problemesh mund të përdoren këto rrjeta, dhe a mund të aplikohen në problemet që ju mund të keni. Për të ditur përgjigjen, duhen bërë më shumë pyetje, për shembull:
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-· Për çfarë rezultate jemi të interesuar? Rëndesi e madhe duhet t’i kushtohet etiketave. Shembull kemi, emailet që marrim çdo ditë e që shpesh janë spam. Në këtë rast etiketat mund të jenë spam dhe jo_spam, dhe kjo do të ndihmonte në filtrimin e emaileve. Për dikë që ka nje biznes dhe interesohet në atë se sa janë të lumtur klientët, etiketat mund të jenë klient_i_zemruar apo klient_i_kënaqur apo edhe etiketa tjera më neutrale.
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-· Pastaj duhet menduar a kemi të dhëna të mjaftushme për të mbështetur këto etiketa. A mund të gjejmë të dhëna të etiketuara, apo a mund të etiketojmë këto të dhëna vetë.
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-Disa Shembuj
-Deep learning harton të dhënat që i merr në hyrje deri në rezultatet, duke gjetur korrelacione. Njihet ndryshe edhe si “universal approximator” (përafrues universal), kjo sepse mund të mësojë të përafrojë një funksion të panjohur f(x) = y, midis një hyrje x dhe një dalje y duke supozuar që të dyja kanë njëfarë korrelacioni. Gjatë procesit të të mësuarit, rrjeti nervor mund ta përshtati këtë funksion, duke gjetur funksionin më të përshtatshem për transformimin më të mirë të mundshëm të x në y. Pra ky funksion lehtë mund të ndryshojë nga f(x) = 2x +3 në f(x)= 6x+0.2.
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-Klasifikimi
-Në një artikull të mëhershëm kam diskutuar më shumë mbi Supervised dhe Unsupervised Learning (të mësuarit me mbikqyrje dhe pa mbikqyrje).
-Të gjitha operacionet e klasifikimit janë plotësisht të varura nga të dhënat e etiketuara. Kjo do të thotë se njeriu është burimi i parë dhe i vetëm i këtyre të dhënave të etiketuara; njeriu me njohurinë e tij siguron të dhena të etiketuara për këtë model. Kjo quhet ndryshe Supervised Learning (të mesuarit e mbikeqyrur). Klasifikimi mund të përdoret në:
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-Detektimin e fytyrave, njohjen e njerëzve në imazhe (p.sh. shpesh Facebook na kërkon të verifikojmë nëse fytyrat në foto janë të personave përkates), pastaj, njohjen e emocioneve nga shprehjet e fytyrës
-Mund të identifikojë objekte në fotografi (shenja të komunikimit, këmbesorë në lëvizje etj.)
-Detekton zëra, identifikon folësit, mund të përkthejë nga zëri në tekst, mund të njohë emocione në zë
-Mund të dallojë apo klasifikojë emaile që janë spam (email mashtrues), mund të njohë emocione në tekst (p.sh. reagimet e klientëve)
-Grumbullimi
-Grumbullimi, apo në Anglisht “Clustering”, është detektimi i ngjashmërive mes të dhënave që posedojmë. Kjo metode nuk kërkon që të dhënat të kenë etiketa, prandaj dhe quhet Unsupervised Learning (të mesuarit pa mbikqyrje). Të dhëna e paetiketuara njanë shumica e të dhënave në botë. Parimi i “machine learning” është: sa më shumë të dhëna që algoritmi përdor gjatë fazës së trajnimit, aq më i saktë do të jetë. Prandaj grumbullimi ka potencial për të prodhuar një algoritëm më të saktë. Rastet ku grumbullimi përdoret më shumë janë:
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-Kërkimi: krahasimi i dokumentave, fotografive, zërave apo të ngjashme
-Detektimi i anomalive: detektimi i sjelljeve të pazakonshme
-Elementet e rrjetave nervore kompjuterike
-Çdo rrjetë nervore kompjuterike është e përbërë prej disa shtresave. Këto shtresa janë të përbëra prej nyjeve (nodes). Nyjet janë pikërisht pikat ku zhvillohet përpunimi apo përllogaritja, që deri diku imitojnë neuronet në trurin e njeriut të cilat “ndizen” me stimulim të mjaftueshëm. Ato kombinojnë një bashkësi koeficientësh, peshash të cilat mund ta amplifikojnë apo dobësojnë hyrjen (inputin), duke përcaktuar kështu rëndësinë e hyrjeve në lidhje me detyrën që algoritmi përpiqet të mësojë; për shembull, cila hyrje është më e rëndësishme në klasifikimin e të dhënave me gabim më të vogël. Prodhimet e peshave me hyrjet mblidhen e pastaj shuma kalon nëpër të ashtuquajturat funksione aktivizimi (activation function) të nyjeve, për të përcaktuar nëse ky sinjal duhet të kalojë më tutje nëpër rrjet, në mënyrë që të ndikojë te dalja përfundimtare, për shembull gjatë klasifikimit. Nëse këto sinjale arrijnë të kalojnë nëpër këto nyje, mund të themi se neuroni është aktivizuar. Shikoni fotografinë e mëposhtme se si funksionon ky model.
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-Procesi i vendosjes se peshave dhe funksioni aktivizimit
-Me x janë paraqitur hyrjet, me w peshat e hyrjeve që më tej kalojnë nëpër një shumëzues për të arritur tek funksioni aktivizimit, që në fund të gjenerojë një dalje.
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-Një shtresë neuronesh është një rresht me ndërprerës që punojnë si neurone që ndizen e fiken për aq kohë sa rrjeta ushqehet me hyrje. Çdo dalje nga një shtresë është në të njëjtën kohë hyrje për shtresën tjetër, duke filluar nga shtresa fillestare ku rrjeti ushqehet me të dhëna.
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-Për të përcaktuar domethënien apo rëndësinë që atributet e të dhënave në hyrje kanë, duhet çiftëzuar peshat e modelit me atributet në fjalë.
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-Konceptet bazë të rrjetave nervore kompjuterike
-Rrjetet e të mesuarit të thellë (deep learning) dallohen nga rrjetet njështresore të fshehura nga thellësia e tyre; kjo thellësi përfaqëson numrin e shtresave me nyje nëpër të cilat të dhenat duhet të kalojnë deri sa rrjeti të arrijë të njohi një motiv.
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-Versione më të hershme të këtyre rrjetave kanë qenë më të cekta, duke përmbajtur vetëm një shtresë në hyrje, një në dalje, dhe vetëm një në mes. Prandaj çdo rrjetë që posedon më shumë se tri shtresa (duke numëruar hyrjen e daljen) kualifikohet si “e thelle” (“deep”).
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-Në këto rrjete, çdo shtresë e nyjeve trajnohet në atribute te ndryshme nga ajo se në çfarë është trajnuar shtresa para saj. Sa më shumë shtresa kalojnë, atributet që nyjet njohin janë më komplekse, kjo pasi që arrijnë të agregojnë dhe kombinojnë atribute nga shtresat e mëparshme. Ky proces njihet ndryshe si hierarki e atributeve, dhe eshte hierarki e rritjes së kompleksitetit edhe abstraksionit. Kjo i mundëson këtyre rrjetave të përballojnë një sasi shumë të madhe të të dhënave, me dimensione të larta me miliarda parametra që kalojnë nëpër funksione jolineare.
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-Mbi të gjitha, këto rrjete janë të afta të zbulojnë struktura të fshehura edhe në të dhëna të paetiketuara e pa strukturë, e që janë shumica e të dhënave në botë. Një emër tjetër për këto lloje të të dhënave është burime të paperpunuara (raw data), për shembull: fotografitë, tekstet, videot dhe audio inçizimet. Prandaj, një nga problemet që “deep learning” mundohet të zgjidh është gjetja e një metode më të mirë për përpunim dhe grumbullim të të dhënave të papërpunuara, e të paetiketuara.
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-Për shembull, “deep learning” mund të marrë një milion imazhe dhe t’i grumbullojë sipas ngjashmërive nëpër grupe. Si shembull keni telefonin tuaj të mençur që grumbullon fotografitë sipas personave apo kafshëve në foto. I njëjti parim vlen edhe me tekstet. Tekstet që kanë emocione apo fjalë të ngjashme do të grumbullohen nëpër grupe të veçanta. Kur të dhënat në hyrje jane seri kohore, të dhënat mund të mblidhen në dy grupe: normale (të shëndetshme), ose anomali (të rrezikshme). Nëse këto seri kohore gjenerohen nga një telefon i mençur, do të jepen më shumë njohuri mbi shëndetin e zakonet e përdoruesit; ka raste kur kjo ndihmon në parandalimin e katastrofave.
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-Rrjetat “Deep Learning” janë të afta të ekstraktojnë atribute në mënyrë automatike, pa ndërhyrjen e njeriut, ndryshe nga disa metoda më tradicionale në “machine learning” të cilat kanë algoritma më fiks. Kjo ndikon në zvogëlimin e numrit të punetorëve nëpër kompani që deri më tani janë marrë me analizim të të dhënave.
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-Gjatë trajnimit të të dhënave të paetiketuara, çdo shtresë nyjesh mëson atribute në mënyrë automatike, duke tentuar vazhdimisht të rindërtojë hyrjen që e marrin nga mostrat, dhe duke tentuar të zvoglojnë diferencën në mes të supozimeve të rrjetës dhe shpërndarjes së probabilitetit të të dhënave në hyrje. Në këtë proces, këto rrjete mësojnë të njohin korrelacione në mes të atributeve relevante dhe rezultateve optimale.
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-Avantazhi i këtyre rrjeteve është se mund të përdorim një rrjetë të trajnuar në të dhëna të etiketuara, për të testuar një bashkësi tjetër të të dhënave të paetiketuara. Në këtë mënyrë, arrihet performancë më e lartë: sa më shumë të dhëna që kemi në fazën e trajnimit, aq më shumë shance për saktësi më të lartë ka modeli. Aftësia e deep learning për të përpunuar sasi shumë të mëdha të të dhënave të paetiketuara është një avantazh krahasuar me algoritmat e tjerë.
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-## Çka është Machine Learning?
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-Mësimi Automatik (Machine Learning) është një nga teknologjitë më të reja dhe më tërheqëse në fushën e Shkencave Kompjuterike. Ne çdo ditë përdorim algoritma të cilët bazohen te kjo teknologji. Çdo herë që ne bëmë një kërkim në Google, Bing apo në motorë të tjerë kërkimi habitemi nga shpejtësia dhe saktësia e rezultateve. Një nga arsyet është fakti se këta motorë përdorin algoritma të mësimit automatik të zhvilluar nga kompanitë e mëdha si Google e Microsoft. Keni pyetur ndonjëherë se pse dhe si kutia e mesazheve Junk/Spam është e mbushur me emaile që me të vërtetë janë jo të besueshme? Kjo gjithashtu është mundësuar nga këta algoritma.
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-Esenca e mësimit automatik është fakti që këta algoritma të jenë duke mësuar gjatë gjithë kohës, e jo të mbesin në gjendjen fillestare. Këtu mund ta heqim një paralele me njeriun: ne mësojmë gjatë gjithë kohës, qoftë nga reagimet apo nga rezultatet që shohim.
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-Arthur Lee Samuel ishte pioner në fushën e lojërave kompjuterike the inteligjences artificiale. Ai ka dhënë një përkufizim mbi “Machine Learning” duke e quajtur fushë studimi që i jep kompjuterit aftesine e të mësuarit pa qenë i programuar në mënyrë ekplicite. Pra, nuk është e nevojshme ta programoni makinën duke i treguar si të mësojë, makina do të gjejë cilsitë më të rëndësishme dhe do zgjedhë rrugën më të mirë të mësimit.
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-Një përkufizim tjetër nga Tom Mitchell, është pak më i kuptueshëm. Ai jep këtë përkufizim “Një program kompjuterik është duke mësuar nga eksperienca E në një detyrë T matur me performancën P, vetëm nëse performanca P në detyrën T përmirsohet gjate eksperiencës E”.
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-Mësimi Automatik tenton që duke i ushqyer kompjuterat me të dhëna dhe infromacione në formë të vëzhgimit dhe të bashkëveprimit me botën reale, t’i aftësoj këta kompjutera të mësojnë ashtu siç mëson njeriu, duke u përmirsuar përgjatë të mësuarit në mënyrë autonome.
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-Terma nga Mësimi Automatik
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-Disa terma që do të përdoren më poshtë janë:
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-1. Bashkësia e të dhënave — është një koleksion i të dhënave të ndërlidhura i përbërë nga elemente të ndara por që nga algoritmat e mësimit automatik trajtohet si një njësi e vetme.
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-2. Të dhënat trajnuese — Një pjesë (zakonisht pjesa më e madhe) e një bashkësie të dhënash që përdoret për të trajnuar kompjuterin për të mësuar diçka. Pra, pjesa e të dhënave që ja japim kompjuterit për ta trajnuar.
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-3. Të dhënat testuese — Një përqindje më e vogel e të dhënave, që përdoret për të testuar algoritmat dhe aftësine e tyre për të mësuar nga të dhënat trajnuese
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-Shembull: Në lëndën e matematikës, profesori i lëndës ka një libër me probleme të zgjidhura. Bashkë me profesorin e lëndës kemi zgjidhur 80% të problemeve, mirëpo ai nuk na ka dhënë 20% të problemeve duke thënë se pjesa tjetër e problemeve do të jetë në provim. Profesori përdor këtë 20% të problemeve që ne nuk i kemi parë më parë për të testuar se çfarë kemi mësuar nga 80% të problemeve që kemi parë.
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-Ne edhe pse nuk i kemi parë këto 20 % të problemeve do të jemi të aftë t’i zgjidhim ato në bazë te problemeve që kemi parë apo zgjidhur më parë.
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-Profesori në këtë rast është programuesi i algoritmit, libri me probleme të zgjidhura të matematikës është bashkësia e të dhënave, 80 % e problemeve të zgjidhura që profesori i jep studentëve janë të dhënat trajnuese ndërsa 20 % e problemeve që i shohim në provim janë të dhënat testuese. Aftësia jonë për të zgjidhur këto probleme (rezultati nga provimi) mund të krahasohet më saktësinë e të mësuarit (learning accuracy).
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-Llojet e Algoritmave të Mësimit Automatik
-Dallohen disa tipe kryesore të algoritmave të mësimit automatik: Mësimi i Mbikëqyrur (Supervised Lerning), Mësimi i Pambikëqyrur (Unsupervised Learning), Mësimi i Gjysmë-mbykqyrur (Semi Supervised Learning) dhe Mësimi i Përforcuar (Reinfocment Learning).
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-1. Mësimi i Mbikëqyrur — Këta algoritma aplikohen në të dhëna të reja për të parashikuar ngjarje të së ardhmes duke u bazuar në çka është mësuar më parë duke përdorur etiketat (labels). Duke filluar nga analizat e një bashkësie të dhënash trajnimi, algoritmi prodhon një funksion për të bërë parashikime për rezultatet dalëse. Ky system është i aftë që pas trajnimit të mjaftueshëm të parashikojë kategorinë apo etiketën për çfarëdo të dhënë hyrëse (input data). Nuk përfundon me kaq. Algoritmi, duke parë gabimet që mund të ketë bërë më herët në parashikime krahason këto parashikime me të vërtetën (ground truth), dhe ndryshon modelin në bazë të këtyre mospërputhjeve.
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-2. Mësimi i Pambikëqyrur — këta algoritma përdoren kur të dhënat trajnuese që ne kemi në dispozicion nuk janë as të klasifikuara e as të etiketuara (labelled). Ky model studion se si një sistem mund të nxjerrë një funksion që të përshkruaj një strukturë të fshehur nga të dhëna të paetiketuara (unlabelled data).
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-3. Mësimi i Gjysmë-mbykqyrur — këta algoritma janë diku në mes të të parëve dhe të dytëve, pasi përdorin si të dhëna të etiketuara edhe të paetiketuara për të trajnuar modelin. Zakonisht pjesa më e madhe e të dhënave jane te paetiketuara. Këto algoritme janë të afta të përmirsojnë dukshem saktësisne e të mësuarit.
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-4. Mësimi i Përforcuar — është një metodë e të mësuarit që bashkëvepron me mjedisin duke prodhuar aksione dhe zbulon gabime dhe shpërblime gjatë këtyre bashkëveprimeve. Kërkimi për gabime (errors) dhe shpërblime të vonshme (delayed rewards) janë karakteristikat më të rëndësishme të mësimit të përforcuar. Kjo metodë lejon makinat dhe agjentët softuerikë të përcaktojnë automatikisht sjelljen ideale brenda një konteksti specifik në mënyrë që të maksimizohet performanca e tij. Një shpërblim është i nevojshëm për agjentin të mësojë se cili aksioni është më i miri. Ky reagim quhet sinjali i përforcimit (reinforcement signal).
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-## Machine Learning me Python
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-[Please read it on Medium](https://medium.com/@e.shatri1/machine-learning-me-python-1e3006e17381)
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-## Si funksionon Computer Vision?
-
-Menyra se si njerzit shohin sa eshte komplekse aq eshte edhe mahnitese. Gjithcka filloi milarda vjet me pare, kur disa organizma mikroskopik filluan te zhvillojne disa mutacione qe i ben te ndjeshme ndaj drites. Ne ditet e sotme ekzistojne me qindra mijera organizma qe kane sistem te ngjashem te te parit. Ata kane sy per te kapur driten, pranues (akceptore) ne tru per ta qasur ate drite dhe korteksin vizuel per te procesuar ate. Kjo na mundeson ne te bejme edhe gjerat me te thjeshta sic mund te jete shikimi i perendimit te diellit.
-
-Ne tri dekadat e fundit, shkenctaret filluan nje studim per te zgjeruar kete aftesi tonen, por jo tek vete njeriu por edhe ne kompjutere (makina) poashtu. Kamera e pare u shpik ne vitin 1816, ku nje kuti e vogel mban nje cope leter e ngjyer ne klorid te argjende klorid (silver chloride). Kur shkrepesi (shutter) ishte i hapur, letra do te eeresohej aty ku ishte e ekzposuar drita. Tani 200 vjet me vone, me nje teknologji shume me te avancuar mund te kapim keto fotografi ne forme digjital ne po te njejten kohe te shprepjes. Kjo do te thote se keto aparate jane te gatshme te imitojne se si njerzit kapim driten the ngjyren. Por, sic duket kjo ishte pjesa me e lehte. Sfida e radhes eshte per keto makina te kuptojne se cfare ka ne keto fotografi.
-
-
-Ne mund te mos e kemi pare kurre me pare kete fotografi te kesaj lule, mirepo truri yne ne baze te fotografive, apo pamjeve qe kemi pare me pare mund ta klasifikoj si lule, nje avantazh tjeter eshte se truri yne ka miliona vjet evulucion qe dergon deri tek prefeksionimi i klasifikimit te objektit ne fotografi si lule. Por kompjuteri nuk e ka kete avantazh, nje kompjuter mund ta shoh kete fotografi si ne foton e meposhte.
-
-Pra makina e sheh si nje vektor te vlerave integjere qe prezantojne intenzitet e ngjyre nga spektrumi. Nese nje njeri lexon kete nuk do te kishte kuptim, eshte vetem nje grup i te dhenave pa kontekst. Por, sic duket konteksti eshte thelbi ne menyre qe algoritmet te jene ne gjendje te kuptojne permbajtjen e imazhit ne menyre te njejte si trusri i njeriut. Per te mundesuar kete ne perdorim nje algoritem qe eshte mjaft i ngjashem me ate qe truri i njeriut perdore per te njejtin operacion, duke perdorur machine learning (lexoni arikullin tim te pare per nje pershkrim te machine learning). Machine learning na lejon ne qe te trajnojnme (train) efektivisht kontekstin per nje set te te dhenave (data set), ashtu qe algoritmi mund te kuptoje se cfare gjithe keta integjer ne nje organizim specifik prezantojne, ne rastin tone nje lule.
-
-Tani le te mendojme, cfare nese kopjuterit i prezantojme fotografi qe njeriu ka veshtiresi te dalloje objektin. A eshte e mundur qe machine learning te arrije rezultate me te mira. Besoj se shumica e keni pare kete fotografi ne internet, dhe jeni munduar te dalloni se cili eshte qeni e cila eshte shtupë dyshemesh.
-
-
-Me modelin e machine learning mund te marrim qindra fotografi te qeneve perkates dhe shtupave te dyshemes, dhe per aq kohe sa ne e ushqejme me te dhena te mjaftueshme, modeli evetualisht do te jete ne gjendje te tregoje dallimin ne mes te ketyre dy objeketeve.
-
-
-Vizioni kompjuterik vazhdimisht merr sfida komplekse, dhe po tenton qe saktesia e ketyre algoritmeve te jete e njejte me ate te njeriut. Por, ashtu si njeriu keto modele nuk jane prefekte, ato po ashtu bejne gabime.
-
-### CNN
-Nje tip specifik i Neural Networks (NN, shqip: rrjeti nervor) qe mund te arrije saktesi mjaft te mire eshte Convolutional Neural Networks (CNN). CNN fillimisht e copton kete fotografi ne grupe me te vogla te pikseleve qe quhen filter. Cdo filter eshte nje matrice e pikselave, dhe rrjeti (network) ben nje seri kalkulimesh ne keto piksele duke i krahasuar ato kundrejt nje patterni (shqip: model) specifik qe rrjeti po kerkon. Ky rrjet permban nje numer te caktuar te shtresave. Ne shtresen e pare, CNN eshte ne gjendje te detektoje paterne te nivelit me te larte, sic jane skajet e ashpera (rough edges) dhe lakoret. Kur rrjeti performon me shume konvulucione, CNN mund te identifikoje objekte specifike sic jane fetyrat dhe kafshet.
-
-Pyetja eshte, si e di CNN cfare duhet kerkuar ne imazh dhe sa i sakte eshte saktesia e parashikimit (prediction accuracy). Kjo behet e mundshme duke pasur nje sasi te mjaftueshme te te dhenave me etiketa (labels) per fazen e trajnimit. Kur CNN fillon punen, te gjitha vlerat e filterave jane te caktuar ne menyre te rastesishme. Si rezultat, parashikimet iniciale nuk kane shume kuptim. Sa here qe CNN ben nje parashikim kundrejt te dhenave te etiketuara (labeled data), e shfrytezon nje funksion te gabimit (error function) per te krahasuar sa afer ishte parashikimi me etiketen e vertete te te dhenave. Bazuar ne kete gabim CNN do te perditesoj vlerat e filtrave dhe perserit kete proces prape. Idealisht pas cdo perseritje CNN do te performoj me mire, dhe saktesia e parashikimit do te permirsohet.
-
-Tani le te shikojme si do te ishte ky proces nese ne vend te nje fotografie te vetme analizojme nje video me machine learning. Ne parim, nje video eshte vetem nje seri e fotografive. Per te analizuar nje video ne mund te ndertojme nje CNN per te analizuar fotografi. Ne fotografi te palevizshme, ne mund ta perdorim CNN per te identifikuar karakteristika (features). Por kur kalojme ne video, kjo do te jete me e veshtire, meqenese objektet qe duam t’i identifikojme jane ne levizje dhe ndryshojne me kalimin e kohes. Ose, do te kete kontekst ne mes te dy fotografive te njepasnjeshme ne nje video qe eshte shume me rendesi per etiketim. Marrim shembull, nese shohim nje fotografi te nje kutie me libra, ne nuk jemi te sigurt nese duhet t’a etiketojme si “duke paketuar” apo “duke shpaketuar”, per te ditur kete duhet te shohim fotografite para ose pas kesaj fotografie.
-
-
-Pikerisht ky eshte problemi ku CNN ka veshtiresi. CNN mund te merr parasysh vetem karakteristika hapesinore, te dhenat vizuele ne nje fotografi, por nuk muun te perballoje karakteristike kohe, pra si eshte e lidhur fotografia e tashme me ate te meparshme. Per te adresuar kete problem, ne duhet marre daljen (output) nga CNN dhe t’a ushqejme me te nje model tjeter qe mund te perballoje natyren temporale te viedos.
-
-### RNN
-
-Ky tip i modeleve quhet Recurrent Neural Network (RNN, shqip: rrjet nervor i perseritur). Perderisa CNN i trajton grupet e pikseleve pavaresisht nga grupet tjera, RNN mund ta mbaje informacionin mbi ate se cka eshte procesuar tashme dhe e perdor ate informacion ne marrjen e vendimeve. RNN mund te perballoje shume tipe te te dhenave ne hyrje dhe dalje. Ne rastin tone, kemi nje video te paketimit te nje kutie, RNN merr nje sekuence te fotografive te etiketuar si me poshte, kuti e zbrazur, kuti e hapur dhe ne fund kuti e mbyllur, bazuar ne te tri keto etiketa mund t’a etiketoj kete video si “duke paketuar nje kuti”.
-
-
-Njejte si CNN, edhe RNN perdor nje funksion te humbjes ose gabimit per te krahasuar parashikimin ne dalje me etiketen e vertete. Me pastaj i rregullon dhe pershtat peshat dhe e ri-proceson kete sekuence te fotografive, deri sa te arrij saktesi me te mire parashikimi.
-
-Sfida e ketyre qasjeve ndaj fotografise dhe videos per te imituar vizonin e njeriut mbetet kerkesa e nje sasie shume e madhe e te dhenave.
-
-
-
-
-
-[back](./)
diff --git a/contact.html b/contact.html
new file mode 100644
index 0000000000..3ccbd45feb
--- /dev/null
+++ b/contact.html
@@ -0,0 +1,41 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+    </section>
+        
+    <section id="contact">
+        <h2>Contact</h2>
+        <p>Feel free to reach out via email or connect with me on LinkedIn for collaborations and inquiries.</p>
+        <ul>
+            <li>Email: <a href="mailto:e.shatril@qmul.ac.uk">e.shatri@qmul.ac.uk</a></li>
+            <li>LinkedIn: <a href="https://www.linkedin.com/in/elona-shatri-080b33b5/" target="_blank">Elona Shatri</a></li>
+        </ul>
+    </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/data/doremi_classes_attributes.csv b/data/doremi_classes_attributes.csv
deleted file mode 100644
index 15d2566bc2..0000000000
--- a/data/doremi_classes_attributes.csv
+++ /dev/null
@@ -1,96 +0,0 @@
-|Class| Frequency| dorico_event_id| clef_type| clef_hotspot| lef_required_stave_lines| clef_stave_position| staff_id| dorico_event_ids| grace_note| duration_beats| onset_beats| pitch_octave| midi_pitch_code| normalized_pitch_step| time_signature_description| | | text|
-|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
-|accidentalDoubleFlat| 244| | | | | | x| | | | | | | | | | | |
-|accidentalDoubleSharp| 330| | | | | | x| | | | | | | | | | | |
-|accidentalFlat| 12705| | | | | | x| | | | | | | | | | | |
-|accidentalKomaFlat| 5| | | | | | x| | | | | | | | | | | |
-|accidentalKomaSharp| 5| | | | | | x| | | | | | | | | | | |
-|accidentalNatural| 11137| | | | | | x| | | | | | | | | | | |
-|accidentalQuarterToneFlatStein| 162| | | | | | x| | | | | | | | | | | |
-|accidentalQuarterToneSharpStein| 191| | | | | | x| | | | | | | | | | | |
-|accidentalSharp| 12908| | | | | | x| | | | | | | | | | | |
-|accidentalThreeQuarterTonesFlatZimmermann| 1| | | | | | x| | | | | | | | | | | |
-|accidentalThreeQuarterTonesSharpStein| 27| | | | | | x| | | | | | | | | | | |
-|accidentalTripleFlat| 1| | | | | | x| | | | | | | | | | | |
-|accidentalTripleSharp| 1| | | | | | x| | | | | | | | | | | |
-|articAccentAbove| 1477| | | | | | x| | | | | | | | | | | |
-|articAccentBelow| 1916| | | | | | x| | | | | | | | | | | |
-|articMarcatoAbove| 278| | | | | | x| | | | | | | | | | | |
-|articMarcatoBelow| 34| | | | | | x| | | | | | | | | | | |
-|articStaccatissimoAbove| 536| | | | | | x| | | | | | | | | | | |
-|articStaccatissimoBelow| 414| | | | | | x| | | | | | | | | | | |
-|articStaccatoAbove| 5018| | | | | | x| | | | | | | | | | | |
-|articStaccatoBelow| 6108| | | | | | x| | | | | | | | | | | |
-|articTenutoAbove| 823| | | | | | x| | | | | | | | | | | |
-|articTenutoBelow| 735| | | | | | x| | | | | | | | | | | |
-|augmentationDot| 2762| | | | | | | | | | | | | | | | | |
-|barline| 28142| | | | | | | | | | | | | | | | | |
-|beam| 52539| | | | | | x| x| | | | | | | | | | |
-|cClef| 1161| x| x| x| x| x| x| | | | | | | | | | | |
-|dynamicFF| 242| | | | | | x| | | | | | | | | | | |
-|dynamicFFF| 88| | | | | | x| | | | | | | | | | | |
-|dynamicFFFF| 4| | | | | | x| | | | | | | | | | | |
-|dynamicForte| 777| | | | | | x| | | | | | | | | | | |
-|dynamicFortePiano| 60| | | | | | x| | | | | | | | | | | |
-|dynamicForzando| 35| | | | | | x| | | | | | | | | | | |
-|dynamicMF| 1803| | | | | | x| | | | | | | | | | | |
-|dynamicMP| 185| | | | | | x| | | | | | | | | | | |
-|dynamicPiano| 3987| | | | | | x| | | | | | | | | | | |
-|dynamicPP| 1807| | | | | | x| | | | | | | | | | | |
-|dynamicPPP| 93| | | | | | x| | | | | | | | | | | |
-|dynamicPPPP| 13| | | | | | x| | | | | | | | | | | |
-|dynamicRinforzando2| 5| | | | | | x| | | | | | | | | | | |
-|dynamicSforzato| 236| | | | | | x| | | | | | | | | | | |
-|dynamicSforzatoFF| 6| | | | | | x| | | | | | | | | | | |
-|dynamicText| 110| | | | | | x| | | | | | | | | | | x|
-|fClef| 3543| x| x| x| x| x| x| | | | | | | | | | | |
-|flag16thDown| 430| | | | | | x| | x| | | | | | | | | |
-|flag16thUp| 18245| | | | | | x| | x| | | | | | | | | |
-|flag32ndDown| 31| | | | | | x| | x| | | | | | | | | |
-|flag32ndUp| 7264| | | | | | x| | x| | | | | | | | | |
-|flag64thUp| 10| | | | | | x| | x| | | | | | | | | |
-|flag8thDown| 3672| | | | | | x| | x| | | | | | | | | |
-|flag8thUp| 8113| | | | | | x| | x| | | | | | | | | |
-|gClef| 12278| x| x| x| x| x| x| | | | | | | | | | | |
-|gradualDynamic| 7084| | | | | | x| | | | | | | | | | | |
-|kStaffLine| 160426| | | | | | x| | | | | | | | | | | |
-|mensuralNoteheadMinimaWhite| 9| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadBlack| 247741| x| | | | | x| | x| x| x| x| x| x| | | | |
-|noteheadDiamondWhole| 8| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadDoubleWholeSquare| 3| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadHalf| 8648| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadTriangleUpBlack| 27| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadTriangleUpHalf| 3| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadWhole| 1502| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadXBlack| 81| x| | | | | x| | | x| x| x| x| x| | | | |
-|ornamentMordent| 7| x| | | | | x| | | | | | | | | | | |
-|ornamentTrill| 58| x| | | | | x| | | | | | | | | | | |
-|ornamentTurn| 6| x| | | | | x| | | | | | | | | | | |
-|rest| 4| | | | | | | | | | | | | | | | | |
-|rest16th| 29411| | | | | | | | | | | | | | | | | |
-|rest32nd| 10218| | | | | | | | | | | | | | | | | |
-|rest64th| 4| | | | | | | | | | | | | | | | | |
-|rest8th| 24124| | | | | | | | | | | | | | | | | |
-|restHalf| 1376| | | | | | | | | | | | | | | | | |
-|restQuarter| 13223| | | | | | | | | | | | | | | | | |
-|restWhole| 14382| | | | | | | | | | | | | | | | | |
-|slur| 13928| x| | | | | x| | | | | | | | | | | |
-|stem| 227889| | | | | | x| | | | | | | | | | | |
-|systemicBarline| 2078| | | | | | | | | | | | | | | | | |
-|tie| 8626| x| | | | | x| | | | | | | | | | | |
-|timeSig1| 2| x| | | | | x| | | | | | | | x| | | |
-|timeSig2| 1084| x| | | | | x| | | | | | | | x| | | |
-|timeSig3| 1203| x| | | | | x| | | | | | | | x| | | |
-|timeSig4| 2674| x| | | | | x| | | | | | | | x| | | |
-|timeSig5| 507| x| | | | | x| | | | | | | | x| | | |
-|timeSig6| 246| x| | | | | x| | | | | | | | x| | | |
-|timeSig7| 125| x| | | | | x| | | | | | | | x| | | |
-|timeSig8| 1661| x| | | | | x| | | | | | | | x| | | |
-|timeSig9| 79| x| | | | | x| | | | | | | | x| | | |
-|timeSigCommon| 206| x| | | | | x| | | | | | | | x| | | |
-|timeSigCutCommon| 113| x| | | | | x| | | | | | | | x| | | |
-|timeSignatureComponent| 443| x| | | | | x| | | | | | | | x| | | |
-|tupletBracket| 4970| x| | | | | x| | | | | | | | | | | |
-|tupletText| 4900| x| | | | | x| | | | | | | | | | | x|
-|unpitchedPercussionClef1| 223| x| x| x| x| x| x| | | | | | | | | | | |
-|wiggleTrill| 45| x| | | | | x| | | | | | | | | | | |
\ No newline at end of file
diff --git a/docs/CODE_OF_CONDUCT.md b/docs/CODE_OF_CONDUCT.md
deleted file mode 100644
index ab1a9a1d8a..0000000000
--- a/docs/CODE_OF_CONDUCT.md
+++ /dev/null
@@ -1,46 +0,0 @@
-# Contributor Covenant Code of Conduct
-
-## Our Pledge
-
-In the interest of fostering an open and welcoming environment, we as contributors and maintainers pledge to making participation in our project and our community a harassment-free experience for everyone, regardless of age, body size, disability, ethnicity, gender identity and expression, level of experience, nationality, personal appearance, race, religion, or sexual identity and orientation.
-
-## Our Standards
-
-Examples of behavior that contributes to creating a positive environment include:
-
-* Using welcoming and inclusive language
-* Being respectful of differing viewpoints and experiences
-* Gracefully accepting constructive criticism
-* Focusing on what is best for the community
-* Showing empathy towards other community members
-
-Examples of unacceptable behavior by participants include:
-
-* The use of sexualized language or imagery and unwelcome sexual attention or advances
-* Trolling, insulting/derogatory comments, and personal or political attacks
-* Public or private harassment
-* Publishing others' private information, such as a physical or electronic address, without explicit permission
-* Other conduct which could reasonably be considered inappropriate in a professional setting
-
-## Our Responsibilities
-
-Project maintainers are responsible for clarifying the standards of acceptable behavior and are expected to take appropriate and fair corrective action in response to any instances of unacceptable behavior.
-
-Project maintainers have the right and responsibility to remove, edit, or reject comments, commits, code, wiki edits, issues, and other contributions that are not aligned to this Code of Conduct, or to ban temporarily or permanently any contributor for other behaviors that they deem inappropriate, threatening, offensive, or harmful.
-
-## Scope
-
-This Code of Conduct applies both within project spaces and in public spaces when an individual is representing the project or its community. Examples of representing a project or community include using an official project e-mail address, posting via an official social media account, or acting as an appointed representative at an online or offline event. Representation of a project may be further defined and clarified by project maintainers.
-
-## Enforcement
-
-Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by contacting the project team at opensource@github.com. The project team will review and investigate all complaints, and will respond in a way that it deems appropriate to the circumstances. The project team is obligated to maintain confidentiality with regard to the reporter of an incident. Further details of specific enforcement policies may be posted separately.
-
-Project maintainers who do not follow or enforce the Code of Conduct in good faith may face temporary or permanent repercussions as determined by other members of the project's leadership.
-
-## Attribution
-
-This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4, available at [http://contributor-covenant.org/version/1/4][version]
-
-[homepage]: http://contributor-covenant.org
-[version]: http://contributor-covenant.org/version/1/4/
diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md
deleted file mode 100644
index fed1ae7acf..0000000000
--- a/docs/CONTRIBUTING.md
+++ /dev/null
@@ -1,88 +0,0 @@
-# Contributing to the Minimal theme
-
-Hi there! We're thrilled that you'd like to contribute to the Minimal theme. Your help is essential for keeping it great.
-
-the Minimal theme is an open source project supported by the efforts of an entire community and built one contribution at a time by users like you. We'd love for you to get involved. Whatever your level of skill or however much time you can give, your contribution is greatly appreciated. There are many ways to contribute, from writing tutorials or blog posts, improving the documentation, submitting bug reports and feature requests, helping other users by commenting on issues, or writing code which can be incorporated into the Minimal theme itself.
-
-Following these guidelines helps to communicate that you respect the time of the developers managing and developing this open source project. In return, they should reciprocate that respect in addressing your issue, assessing changes, and helping you finalize your pull requests.
-
-
-## Looking for support?
-
-We'd love to help. Check out [the support guidelines](SUPPORT.md).
-
-## How to report a bug
-
-Think you found a bug? Please check [the list of open issues](https://github.com/pages-themes/minimal/issues) to see if your bug has already been reported. If it hasn't please [submit a new issue](https://github.com/pages-themes/minimal/issues/new).
-
-Here are a few tips for writing *great* bug reports:
-
-* Describe the specific problem (e.g., "widget doesn't turn clockwise" versus "getting an error")
-* Include the steps to reproduce the bug, what you expected to happen, and what happened instead
-* Check that you are using the latest version of the project and its dependencies
-* Include what version of the project your using, as well as any relevant dependencies
-* Only include one bug per issue. If you have discovered two bugs, please file two issues
-* Even if you don't know how to fix the bug, including a failing test may help others track it down
-
-**If you find a security vulnerability, do not open an issue. Please email security@github.com instead.**
-
-## How to suggest a feature or enhancement
-
-If you find yourself wishing for a feature that doesn't exist in the Minimal theme, you are probably not alone. There are bound to be others out there with similar needs. Many of the features that the Minimal theme has today have been added because our users saw the need.
-
-Feature requests are welcome. But take a moment to find out whether your idea fits with the scope and goals of the project. It's up to you to make a strong case to convince the project's developers of the merits of this feature. Please provide as much detail and context as possible, including describing the problem you're trying to solve.
-
-[Open an issue](https://github.com/pages-themes/minimal/issues/new) which describes the feature you would like to see, why you want it, how it should work, etc.
-
-
-
-## Your first contribution
-
-We'd love for you to contribute to the project. Unsure where to begin contributing to the Minimal theme? You can start by looking through these "good first issue" and "help wanted" issues:
-
-* [Good first issues](https://github.com/pages-themes/minimal/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) - issues which should only require a few lines of code and a test or two
-* [Help wanted issues](https://github.com/pages-themes/minimal/issues?q=is%3Aissue+is%3Aopen+label%3A%22help+wanted%22) - issues which may be a bit more involved, but are specifically seeking community contributions
-
-*p.s. Feel free to ask for help; everyone is a beginner at first* :smiley_cat:
-
-## How to propose changes
-
-Here's a few general guidelines for proposing changes:
-
-* If you are making visual changes, include a screenshot of what the affected element looks like, both before and after.
-* Follow the [Jekyll style guide](https://ben.balter.com/jekyll-style-guide).
-* If you are changing any user-facing functionality, please be sure to update the documentation
-* Each pull request should implement **one** feature or bug fix. If you want to add or fix more than one thing, submit more than one pull request
-* Do not commit changes to files that are irrelevant to your feature or bug fix
-* Don't bump the version number in your pull request (it will be bumped prior to release)
-* Write [a good commit message](http://tbaggery.com/2008/04/19/a-note-about-git-commit-messages.html)
-
-At a high level, [the process for proposing changes](https://guides.github.com/introduction/flow/) is:
-
-1. [Fork](https://github.com/pages-themes/minimal/fork) and clone the project
-2. Configure and install the dependencies: `script/bootstrap`
-3. Make sure the tests pass on your machine: `script/cibuild`
-4. Create a new branch: `git checkout -b my-branch-name`
-5. Make your change, add tests, and make sure the tests still pass
-6. Push to your fork and [submit a pull request](https://github.com/pages-themes/minimal/compare)
-7. Pat your self on the back and wait for your pull request to be reviewed and merged
-
-**Interesting in submitting your first Pull Request?** It's easy! You can learn how from this *free* series [How to Contribute to an Open Source Project on GitHub](https://egghead.io/series/how-to-contribute-to-an-open-source-project-on-github)
-
-## Bootstrapping your local development environment
-
-`script/bootstrap`
-
-## Running tests
-
-`script/cibuild`
-
-## Code of conduct
-
-This project is governed by [the Contributor Covenant Code of Conduct](CODE_OF_CONDUCT.md). By participating, you are expected to uphold this code.
-
-## Additional Resources
-
-* [Contributing to Open Source on GitHub](https://guides.github.com/activities/contributing-to-open-source/)
-* [Using Pull Requests](https://help.github.com/articles/using-pull-requests/)
-* [GitHub Help](https://help.github.com)
diff --git a/docs/SUPPORT.md b/docs/SUPPORT.md
deleted file mode 100644
index 54b795ff11..0000000000
--- a/docs/SUPPORT.md
+++ /dev/null
@@ -1,9 +0,0 @@
-## Where to get help
-
-If you think you've found a bug in the Minimal theme, please [check the existing issues](https://github.com/pages-themes/minimal/issues), and if no one has reported the problem, [open a new issue](https://github.com/pages-themes/minimal/issues/new).
-
-If you have a general question about the theme, how to implement it, or how to customize it for your site you have two options:
-
-1. Search for your query on [`support.github.com`](https://support.github.com/?q=pages+Minimal+theme), which will also look for similar topics on [`github.community`](https://github.community/search?q=pages+Minimal+theme)
-2. Ask your question of the Jekyll community on [talk.jekyllrb.com](https://talk.jekyllrb.com/)
-3. [Contact GitHub Support](https://github.com/contact?form%5Bsubject%5D=GitHub%20Pages%20theme%20pages-themes/minimal)
diff --git a/doremi-dataset.md b/doremi-dataset.md
deleted file mode 100644
index 88f1c2cd22..0000000000
--- a/doremi-dataset.md
+++ /dev/null
@@ -1,448 +0,0 @@
----
-layout: post-default
----
-
-# DoReMi - Data Collection Lifecycle Document
-
-This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between [Steinberg's Dorico](https://new.steinberg.net/dorico/) team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well. 
-
-Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page. 
-
-## [Discovery and Planning](#discovery-and-planning)
-
-### [Data type and format](#Data-type-and-format)
-*   [Dorico project](dorico-project)
-*   [MusicXML](#MusicXML)
-*   [OMR metadata](#OMR-metadata)
-*   [Images of scores](#Images-of-scores)
-*   [MIDI](#MIDI)
-*   [Combining DOReMi with Muscima++ and Deepscores](#combining)
-
-## [Initial Data Collection](#collection)
-## [Data Preparation and analysis](#preparation)
-## [Publication and Sharing](#publication)
-## [Long-term Management](#managment)
-
-<hr />
-<hr />
-
-##  <A id="discovery-and-planning"> Discovery and Planning </A>
-
-In this section, I will explain the data types and formats we have decided to use.
-
-### <A id="Data-type-and-format"> Data type and format </A>
-
-This dataset has the following six types of data:
-
-* [Dorico project](#dorico-project)
-* [MusicXML](#MusicXML)
-* [OMR metadata](#OMR-metadata)
-* [Images of scores](#Images-of-scores)
-* [MIDI](#MIDI) 
-* [Music Encoding Initiative (MEI)](#MEI)
-
-The following respective data formats:
-*   Dorico
-*   MusicXML
-*   XML
-*   PNG
-*   MIDI
-*   MEI
-
-Let’s start by explaining each one of the data types and what they contain:
-
-<A id="dorico-project"> Dorico project </A>
-![Dorico-project]({% link /assets/img/Dorico_Logo.png %})
- 
-
-When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.
-
-![Dorico-soft]({% link /assets/img/Dorico-soft.png %})
-
-<A id="MusicXML">  MusicXML </A> 
-
-MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <A href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </A>
-<br />
-<br />
-
-```xml
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd">
-<score-partwise version="3.1">
-  <work>
-    <work-title>beam groups 3</work-title>
-  </work>
-  <movement-title>beam groups 3</movement-title>
-  <identification>
-    <encoding>
-      <software>Dorico 4.0.0.5342</software>
-      <encoding-date>2021-06-14</encoding-date>
-    </encoding>
-  </identification>
-  <part-list>
-    <score-part id="P1">
-      <part-name>P 1</part-name>
-    </score-part>
-  </part-list>
-  <part id="P1">
-    <measure number="1">
-      <attributes>
-        <divisions>12</divisions>
-        <key number="1">
-          <fifths>0</fifths>
-          <mode>major</mode>
-        </key>
-        <time>
-
-...
-
-  </part>
-</score-partwise>
-```
-
-
-<!-- ![MusicXML-example]({% link /assets/img/musicXML.png %}) -->
-
-<A id="OMR-metadata"> OMR metadata </A> 
-
-Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. 
-
-In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-![bbox]({% link /assets/img/bbox.png %})
-
-Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.
-
-OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object. 
-
-Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.
-
-<!-- ![unparsed-xml]({% link /assets/img/unparsed-xml.png %}) -->
-
-```xml
-<?xml version="1.0" encoding="utf-8"?>
-<Pages>
-<Page pageIndex="0">
-<Nodes>
-<Node>
-<Id>95</Id>
-<ClassName>timeSig4</ClassName>
-<Top>709</Top>
-<Left>386</Left>
-<Width>36</Width>
-<Height>42</Height>
-<Mask>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 </Mask>
-<Data>
-<DataItem key="dorico_event_id" type="int">904</DataItem>
-<DataItem key="time_signature_description" type="str">2/4 (q, 1+1)</DataItem>
-<DataItem key="staff_id" type="int">0</DataItem>
-</Data>
-</Node>
-<Node>
-<Id>94</Id>
-<ClassName>timeSig2</ClassName>
-<Top>666</Top>
-<Left>387</Left>
-<Width>34</Width>
-<Height>43</Height>
-<Mask>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 </Mask>
-<Data>
-<DataItem key="dorico_event_id" type="int">904</DataItem>
-<DataItem key="time_signature_description" type="str">2/4 (q, 1+1)</DataItem>
-<DataItem key="staff_id" type="int">0</DataItem>
-</Data>
-...
-</Nodes>
-</Page>
-</Pages>
-```
-
- Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
-
-```xml
-<Node>
-<Id>504</Id>
-<ClassName>noteheadBlack</ClassName>
-<Top>466</Top>
-<Left>2236</Left>
-<Width>28</Width>
-<Height>24</Height>
-<Mask>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 </Mask>
-<Outlinks>541 559 571</Outlinks>
-<Data>
-<DataItem key="duration_beats" type="float">0.333333</DataItem>
-<DataItem key="onset_beats" type="float">47.666668</DataItem>
-<DataItem key="pitch_octave" type="int">4</DataItem>
-<DataItem key="midi_pitch_code" type="int">69</DataItem>
-<DataItem key="normalized_pitch_step" type="str">A</DataItem>
-<DataItem key="dorico_event_id" type="int">1120</DataItem>
-<DataItem key="staff_id" type="int">0</DataItem>
-</Data>
-</Node>
-```
-
- <!-- ![notehead]({% link /assets/img/notehead.png %}) -->
- 
- For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.
-
-```xml
-<Node>
-<Id>93</Id>
-<ClassName>gClef</ClassName>
-<Top>638</Top>
-<Left>309</Left>
-<Width>56</Width>
-<Height>147</Height>
-<Mask>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 </Mask>
-<Data>
-<DataItem key="dorico_event_id" type="int">908</DataItem>
-<DataItem key="clef_type" type="str">kGClef</DataItem>
-<DataItem key="clef_hotspot" type="str">G4</DataItem>
-<DataItem key="clef_required_stave_lines" type="int">5</DataItem>
-<DataItem key="clef_stave_position" type="int">2</DataItem>
-<DataItem key="staff_id" type="int">0</DataItem>
-</Data>
-</Node>
-```
-<!-- ![clef]({% link /assets/img/clef.png %}) -->
- 
- Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br />
-```xml
-<Node>
-    <Id>511</Id>
-    <ClassName>timeSig4</ClassName>
-    <Top>467</Top>
-    <Left>828</Left>
-    <Width>36</Width>   
-    <Height>42</Height>
-    <Mask>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <Data>
-        <DataItem key="dorico_event_id" type="int">-1</DataItem>
-        <DataItem key="time_signature_description" type="str"/>
-    </Data>
-</Node>
-```
-
-<!-- ![timesig]({% link /assets/img/timesig.png %}) -->
-
- Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have. 
-
-```xml
-<Node>
-<Id>69</Id>
-<ClassName>kStaffLine</ClassName>
-<Top>666</Top>
-<Left>299</Left>
-<Width>2001</Width>
-<Height>3</Height>
-<Mask>0:0 1:6003 </Mask>
-<Data>
-<DataItem key="staff_id" type="int">0</DataItem>
-</Data>
-</Node>
-```
-<!-- ![staffline]({% link /assets/img/staff-line.png %}) -->
-
-A detailed **table of what each objet includes for musical features** is shown below. Scroll right for all attributes.
-
-
-<div class="table-wrapper" markdown="block">
-
-| Class                                     | Frequency | dorico_event_id | clef_type | clef_hotspot | lef_required_stave_lines | clef_stave_position | staff_id | dorico_event_ids | grace_note | duration_beats | onset_beats | pitch_octave | midi_pitch_code | normalized_pitch_step | time_signature_description | text |
-|-------------------------------------------|-----------|-----------------|-----------|--------------|--------------------------|---------------------|----------|------------------|------------|----------------|-------------|--------------|-----------------|-----------------------|----------------------------|------|
-| accidentalDoubleFlat                      | 244       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalDoubleSharp                     | 330       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalFlat                            | 12705     |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalKomaFlat                        | 5         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalKomaSharp                       | 5         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalNatural                         | 11137     |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalQuarterToneFlatStein            | 162       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalQuarterToneSharpStein           | 191       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalSharp                           | 12908     |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalThreeQuarterTonesFlatZimmermann | 1         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalThreeQuarterTonesSharpStein     | 27        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalTripleFlat                      | 1         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| accidentalTripleSharp                     | 1         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articAccentAbove                          | 1477      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articAccentBelow                          | 1916      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articMarcatoAbove                         | 278       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articMarcatoBelow                         | 34        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articStaccatissimoAbove                   | 536       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articStaccatissimoBelow                   | 414       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articStaccatoAbove                        | 5018      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articStaccatoBelow                        | 6108      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articTenutoAbove                          | 823       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| articTenutoBelow                          | 735       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| augmentationDot                           | 2762      |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| barline                                   | 28142     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| beam                                      | 52539     |                 |           |              |                          |                     | x        | x                |            |                |             |              |                 |                       |                            |      |
-| cClef                                     | 1161      | x               | x         | x            | x                        | x                   | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicFF                                 | 242       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicFFF                                | 88        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicFFFF                               | 4         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicForte                              | 777       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicFortePiano                         | 60        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicForzando                           | 35        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicMF                                 | 1803      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicMP                                 | 185       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicPiano                              | 3987      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicPP                                 | 1807      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicPPP                                | 93        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicPPPP                               | 13        |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicRinforzando2                       | 5         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicSforzato                           | 236       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicSforzatoFF                         | 6         |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| dynamicText                               | 110       |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            | x    |
-| fClef                                     | 3543      | x               | x         | x            | x                        | x                   | x        |                  |            |                |             |              |                 |                       |                            |      |
-| flag16thDown                              | 430       |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
-| flag16thUp                                | 18245     |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
-| flag32ndDown                              | 31        |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
-| flag32ndUp                                | 7264      |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
-| flag64thUp                                | 10        |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
-| flag8thDown                               | 3672      |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
-| flag8thUp                                 | 8113      |                 |           |              |                          |                     | x        |                  | x          |                |             |              |                 |                       |                            |      |
-| gClef                                     | 12278     | x               | x         | x            | x                        | x                   | x        |                  |            |                |             |              |                 |                       |                            |      |
-| gradualDynamic                            | 7084      |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| kStaffLine                                | 160426    |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| mensuralNoteheadMinimaWhite               | 9         | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
-| noteheadBlack                             | 247741    | x               |           |              |                          |                     | x        |                  | x          | x              | x           | x            | x               | x                     |                            |      |
-| noteheadDiamondWhole                      | 8         | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
-| noteheadDoubleWholeSquare                 | 3         | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
-| noteheadHalf                              | 8648      | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
-| noteheadTriangleUpBlack                   | 27        | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
-| noteheadTriangleUpHalf                    | 3         | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
-| noteheadWhole                             | 1502      | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
-| noteheadXBlack                            | 81        | x               |           |              |                          |                     | x        |                  |            | x              | x           | x            | x               | x                     |                            |      |
-| ornamentMordent                           | 7         | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| ornamentTrill                             | 58        | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| ornamentTurn                              | 6         | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| rest                                      | 4         |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| rest16th                                  | 29411     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| rest32nd                                  | 10218     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| rest64th                                  | 4         |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| rest8th                                   | 24124     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| restHalf                                  | 1376      |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| restQuarter                               | 13223     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| restWhole                                 | 14382     |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| slur                                      | 13928     | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| stem                                      | 227889    |                 |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| systemicBarline                           | 2078      |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-| tie                                       | 8626      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| timeSig1                                  | 2         | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSig2                                  | 1084      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSig3                                  | 1203      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSig4                                  | 2674      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSig5                                  | 507       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSig6                                  | 246       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSig7                                  | 125       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSig8                                  | 1661      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSig9                                  | 79        | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSigCommon                             | 206       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSigCutCommon                          | 113       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| timeSignatureComponent                    | 443       | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       | x                          |      |
-| tupletBracket                             | 4970      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-| tupletText                                | 4900      | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            | x    |
-| unpitchedPercussionClef1                  | 223       | x               | x         | x            | x                        | x                   | x        |                  |            |                |             |              |                 |                       |                            |      |
-| wiggleTrill                               | 45        | x               |           |              |                          |                     | x        |                  |            |                |             |              |                 |                       |                            |      |
-|                                           |           |                 |           |              |                          |                     |          |                  |            |                |             |              |                 |                       |                            |      |
-
-</div>
-
-
-
-
-<A id="Images-of-scores"> Images of scores </A> 
-
-Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use. 
-
-![clef]({% link assets/img/Bartok - String Quartet 5 mvt 3-034.png %})
-
-
-<A id="MIDI"> MIDI </A> 
-
-MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.
-
-![Dorico-midi]({% link /assets/img/dorico-midi.png %})
-
-<A id="MEI"> Music Encoding Initiative (MEI) </A>
-
-Except for MusicXML for we go one step further to also providing its respective [Music Encoding Initiative (MEI)](https://music-encoding.org/) files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of "swing" or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains. 
-
-```xml
-<?xml version="1.0" encoding="UTF-8"?>
-<?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?>
-<?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?>
-<mei xmlns="http://www.music-encoding.org/ns/mei" meiversion="4.0.0">
-   <meiHead>
-      <fileDesc>
-         <titleStmt>
-            <title>beam groups 3</title>
-            <respStmt />
-         </titleStmt>
-         <pubStmt><date isodate="2021-06-14" type="encoding-date">2021-06-14</date>
-         </pubStmt>
-      </fileDesc>
-      <encodingDesc xml:id="encodingdesc-0000001420266469">
-         <appInfo xml:id="appinfo-0000001827384277">
-            <application xml:id="application-0000000862295293" isodate="2021-06-14T15:00:01" version="3.5.0-dev-118873d">
-               <name xml:id="name-0000002103025164">Verovio</name>
-               <p xml:id="p-0000001992846044">Transcoded from MusicXML</p>
-            </application>
-         </appInfo>
-      </encodingDesc>
-   </meiHead>
-   <music>
-      <body>
-         <mdiv xml:id="mdiv-0000001025466895">
-            <score xml:id="score-0000001308189520">
-               <scoreDef xml:id="scoredef-0000000993314183">
-                  <staffGrp xml:id="staffgrp-0000000471437396">
-                     <staffDef xml:id="P1" n="1" lines="5" ppq="12">
-                        <label xml:id="label-0000000781857015">P 1</label>
-                        <clef xml:id="clef-0000000149139464" shape="G" line="2" />
-                        <keySig xml:id="keysig-0000000931258970" mode="major" sig="0" />
-                        <meterSig xml:id="msig-0000002113427645" count="2" unit="4" />
-                     </staffDef>
-                  </staffGrp>
-               </scoreDef>
-...
-      </body>
-   </music>
-</mei>
-```
-
-
-
-## <A id="combining"> Combining DOReMi with Muscima++ and Deepscores </A>
-
-Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.
-
-## <A id="collection"> Initial Data Collection </A>
-
-The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases. 
-
-The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs. 
-
-Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).
-
-
-## <A id="preparation"> Data Preparation and analysis </A>
-
-The number of classes in the dataset is 94 as shown in the image below. 
-![classes]({% link /assets/img/classes.png %})
-
-
-## <A id="publication"> Publication and Sharing </A>
-
-The dataset including only copy right free scores is already published in [this github release](https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0). 
-
-## <A id="managment"> Long-term Management </A>
-
-[back](./)
diff --git a/icaspp2020-review.html b/icaspp2020-review.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>ICASSP 2020 - A review on my favourite papers</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>ICASSP 2020 - A review on my favourite papers</h2>
+            <article>
+                <h3>On Network Science and Mutual Information for Explaining Deep Neural Networks</h3>
+                <p>
+                    This paper works toward interpretable neural network models. This work is in part of a bigger move in the machine learning community, to open the so-called “black box” and be able to explain how the machine is learning. This study investigates how the information flows through feedforward networks. They propose using information theory on top of the network science to calculate an information measure that represents the amount of information that flows between two neurons. 
+                </p>
+                <p>
+                    The technique to codify this information flow is called Neural Information Flow (NIF). Basically, NIF weights the importance that edges of the neurons have in a multilayer perceptron (MLP) or Convolutional Neural Networks (CNN) while using the mutual information between nodes which is modelled as distribution. Feature attribution is computed as follows, an importance value is placed along all the edges of the network, a product of all these values in a given path is calculated, to finally sum all these products across all possible paths from an input and output. 
+                </p>
+                <p>
+                    NIF provides information on the most crucial paths of a network. Hence, less important parameters can be removed without loss of accuracy, facilitating network pruning at inference time. Furthermore, NIF can help in visualising edge communities, understanding how nodes form communities, for instance in an MLP. This could help in better training of a network, but needs to further be investigated. However, NIF is of a high computation complexity, which seems to be the main area for improvement.
+                </p>
+                <p>
+                    <a href="https://ieeexplore.ieee.org/document/9053078" target="_blank">Read the paper here</a>
+                </p>
+
+                <h3>Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation</h3>
+                <p>
+                    This paper tackles the efficiency of object detection. Object detection is a process of simultaneous localisation and classification. While the first one gives the category the object belongs to, the second one tells where this object is located. Both tasks require robust features that well represent an object. 
+                </p>
+                <p>
+                    However, these tasks have many non-shared characteristics. Classification concentrates on partial areas or the most prominent region during recognition, i.e. the head of a cat, whereas localisation considers a larger area of the image. Classification is translation invariant while localisation has translation variant characteristics. Hence, the authors propose a network that in addition to considering the common properties, also considers task-specific characteristics of both tasks.
+                </p>
+                <p>
+                    They propose altering existing object detection in three stages. Having a lower layer that shares less semantic features between classification and localisation. Consequently, separating the backbone layers to learn task-specific semantic features. Finally, fuse these two separated features by concatenating and 1×1 convolution to have the same number of channels with the separated features. Experimental results show that such an approach can encode two-task specific features while improving performance. However, these improvements are not substantial and further detailed investigation is needed for the task-specific objective functions.
+                </p>
+                <p>
+                    <a href="https://ieeexplore.ieee.org/abstract/document/9054600" target="_blank">Read the paper here</a>
+                </p>
+
+                <h3>Unsupervised Domain Adaptation for Semantic Segmentation with Symmetric Adaptation Consistency</h3>
+                <p>
+                    Domain adaptation deals with learning a predictor when the training and test sets come from a different distribution. An example of this situation could be semantic segmentation. If a network trained in synthetic images, fully labelled, has to segment real-world images. These two types of distributions are very different; therefore, a mapping of features is needed. 
+                </p>
+                <p>
+                    Unsupervised domain adaptation uses the labels from the training time to solve tasks in the shifted distribution data with no labels. This paper utilizes adversarial learning and semi-supervised learning for domain adaptation in semantic segmentation. The two stages of this method are image-to-image translation and feature-level domain adaptation. Firstly, images from source domain are translated to the targeted domain using a translation model. 
+                </p>
+                <p>
+                    Finally, the semantic segmentation model is trained in an adversarial and semi-supervised manner at the same time. This is done by first symmetrically training two segmentation models with adversarial learning and then between the outputs of the two models introduce the consistency into semi-supervised learning to improve accuracy on pseudo labels that highly affect the final adaptation performance. They achieve state-of-the-art performance on semantic segmentation on the GTA-to-Cityscapes.
+                </p>
+                <p>
+                    <a href="https://ieeexplore.ieee.org/document/9053388" target="_blank">Read the paper here</a>
+                </p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/index.html b/index.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Elona Shatri - Portfolio</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+
+<body>
+    <header>
+        <!-- <img src="assets/images/headshot_elona.jpeg" alt="Elona Shatri" style="width:150px; border-radius:50%;"> -->
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="home" style="display:flex; align-items:center; gap:20px;">
+            <img src="assets/images/headshot_elona.jpeg" alt="Elona Shatri"  
+                 style="width:120px; border-radius:50%;">
+            <div>
+                <h2>Welcome</h2>
+                <p>Welcome to my portfolio! I explore the intersections of Artificial Intelligence, ethics, and music technology. Here, you’ll find my research, projects, and datasets.</p>
+            </div>
+        </section>
+        
+        <section id="about">
+            <h2>About</h2>
+            <p>
+                I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of the Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
+                
+                My research interests include Optical Music Recognition as well as other MIR-related subfields. My goal is to have computers read sheet music computationally. I started working on this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH, with whom we collaborate closely. 
+                
+                I am also the founder and a steering committee member of the <a href="https://www.qmul.ac.uk/ai-and-ethics/" target="_blank">QMUL AI and Ethics Research Group</a>. This group critically examines the ethical dimensions of AI, with a focus on ensuring responsible and inclusive AI applications. The group organizes interdisciplinary seminars, collaborative workshops, and research projects that explore topics such as fairness, accountability, transparency, and the societal implications of AI technologies.
+                
+            
+            </p>
+        </section>
+        
+        <section id="research">
+            <h2>Research Interests</h2>
+            <p><strong>Optical Music Recognition:</strong> Enhancing information retrieval in OMR systems through new methodologies.</p>
+            <p><strong>Ethics in AI:</strong> Exploring ethical considerations in AI, focusing on accountability, fairness, and transparency in applications across various domains.</p>
+            <h3>Published Research</h3>
+            <ul>
+                <li><a href="https://arxiv.org/abs/2408.15002" target="_blank">Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.</a></li>
+                <li><a href="https://arxiv.org/abs/2411.16405" target="_blank">Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN, IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024)), 2024.</a></li>
+                <li><a href="https://arxiv.org/abs/2411.16408" target="_blank">Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach, The Sixth IEEE International Conference on Image Processing Applications and Systems, 2024</a></li>
+                <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Crafting Handwritten Notations: Towards Sheet Music Generation, in 6th International Workshop on Reading Music Systems, 2024</a></li>
+                <li><a href="https://sites.google.com/view/worms2021/home" target="_blank">DoReMi: First glance at a universal OMR dataset, in 3rd International Workshop on Reading Music Systems, 2021</a></li>
+                <li><a href="https://arxiv.org/pdf/2211.13285.pdf#page=10" target="_blank">CompldNet: Sheet Music Composer Identification using Deep Neural Network, in 4th International Workshop on Reading Music Systems, 2022</a></li>
+                <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=26" target="_blank">Towards Artificially Generated Handwritten Sheet Music Datasets, in 5th International Workshop on Reading Music Systems, 2023</a></li>
+                <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=32" target="_blank">Improving Sheet Music Recognition using Data Augmentation and Image Enhancement, in 5th International Workshop on Reading Music Systems, 2023</a></li>
+                <li><a href="https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf" target="_blank">Optical Music Recogntion: State of the Art and Major Challenges, in The International Conference on Technologies for Music Notation and Representation, 2020</a></li>
+                <li><a href="https://arxiv.org/abs/2408.14340" target="_blank">Foundation Models for Music: A Survey</a></li>
+            </ul>
+            <h3>Proceedings Editor</h3>
+            <ul>
+                <li><a href="https://arxiv.org/abs/2211.13285" target="_blank">Proceedings of the 4th International Workshop on Reading Music Systems</a></li>
+                <li><a href="https://arxiv.org/pdf/2311.04091" target="_blank">Proceedings of the 5th International Workshop on Reading Music Systems</a></li>
+                <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Proceedings of the 6th International Workshop on Reading Music Systems</a></li>
+            </ul>
+            <h3>Presentations</h3>
+            <ul>
+                <li><a href="https://www.qmul.ac.uk/deri/news--events-/featured-event-policy-forum-of-the-harvard-data-science-review---futureshock/" target="_blank">E. Shatri, “Crafting responsive assessments of AI and tech futures (CREAATIF),” Poster presented at the Policy Forum of the Harvard Data Science Review’s Special Issue on Generative AI (GenAI), June 2024.</a></li>
+                <li><a href="https://bloomsburyfestival.org.uk/events/ai-music-lecture-symposium/" target="_blank">E. Shatri, “Navigating the intersection of AI and creativity: A case study of musicians in the age of GenAI,” Presentation at the AI & Music Lecture Symposium and Jam, Bloomsbury Festival, October 2024.</a></li>
+                <li><a href="https://sites.google.com/view/worms2024/program" target="_blank">Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks, the 6th International Workshop on Reading Music Systems</a></li>
+            </ul>
+        </section>
+        <section id="projects">
+            <h2>Projects and Datasets</h2>
+            <h3><a href="https://www.gov.uk/government/news/uk-and-qatar-launch-project-to-boost-artificial-intelligence-collaboration" target="_blank">Research Assistant (October 2024-): UK and Qatar joint Artificial Intelligence (AI) research commission</a></h3>
+            <p>The UK and Qatar joint Artificial Intelligence (AI) research commission seeks to establish a roadmap for UK-Qatar collaboration on AI that will benefit both countries.</p>
+            <h3><a href="https://www.turing.ac.uk/research/research-projects/crafting-responsive-assessments-ai-tech-impacted-futures-creaatif" target="_blank">Research Assistant (February 2024-): Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF)</a></h3>
+            <p>Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF) aims to bring the voices of creative workers into the foreground, particularly within policy guidance for the UK labour context. </p>
+            <h3><a href="link-to-doremi-project" target="_blank">DoReMi - Data Collection Lifecycle</a></h3>
+            <p>The DoReMi dataset documents the lifecycle of Optical Music Recognition (OMR) data. It serves as a resource for advancing research in OMR systems.</p>
+        </section>        
+        <section id="blogposts">
+            <a href="blogposts.html" class="btn">View All Blogposts</a>
+    
+            <h2>Blogposts and News</h2>
+            <h3><a href="dummy-link-to-worms-2024" target="_blank">The 6th International Workshop on Reading Music Systems 2024</a></h3>
+            <p>
+                The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year’s workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
+            </p>
+            <h3><a href="dummy-link-to-worms-2023" target="_blank">The 5th International Workshop on Reading Music Systems 2023</a></h3>
+            <p>
+                The 5th International Workshop on Reading Music Systems (WoRMS) took place on November 4th, 2023, in Milan, Italy, offering both on-site and remote participation. This year’s workshop showcased a range of cutting-edge research in Optical Music Recognition (OMR), including advancements in medieval music manuscripts, handwritten music synthesis, and few-shot learning.
+            </p>
+            <h3><a href="dummy-link-to-worms-2022" target="_blank">The 4th International Workshop on Reading Music Systems 2022</a></h3>
+            <p>
+                The fourth edition of the International Workshop on Reading Music Systems (WoRMS) was held last Friday, offering another dynamic hybrid experience. Researchers and industry professionals in Optical Music Recognition (OMR) came together to explore the latest advancements and challenges in the field.
+            </p>
+            <h3><a href="dummy-link-to-omr-state-of-the-art" target="_blank">Optical Music Recognition: State of the Art and Major Challenges</a></h3>
+            <p>
+                Recently, I published my very first paper summarizing the state of the art and open challenges in Optical Music Recognition (OMR). The paper discusses paradigm shifts, evolving methodologies, and potential future directions for the field.
+            </p>
+            <h3><a href="dummy-link-to-gan-review" target="_blank">A Review on Generative Adversarial Networks</a></h3>
+            <p>
+                An exploration of how GANs have revolutionized machine learning by bridging generative and discriminative networks. The blog discusses their history, key advancements, and their implications in fields ranging from art to computer vision.
+            </p>
+        </section>
+        
+        <section id="contact">
+            <h2>Contact</h2>
+            <p>Feel free to reach out via email or connect with me on LinkedIn for collaborations and inquiries.</p>
+            <ul>
+                <li>Email: <a href="mailto:e.shatril@qmul.ac.uk">e.shatri@qmul.ac.uk</a></li>
+                <li>LinkedIn: <a href="https://www.linkedin.com/in/elona-shatri-080b33b5/" target="_blank">Elona Shatri</a></li>
+            </ul>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/index.md b/index.md
deleted file mode 100644
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--- a/index.md
+++ /dev/null
@@ -1,175 +0,0 @@
----
-layout: default
----
-
-## News
-* [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
-
-
-## Published Research
-
-
-*    [Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.](https://arxiv.org/abs/2408.15002)
-*    [Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN, IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024)), 2024.](https://arxiv.org/abs/2411.16405)
-*   [Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach, The Sixth IEEE International Conference on Image Processing Applications and Systems, 2024](https://arxiv.org/abs/2411.16408)
-*   [Crafting Handwritten Notations: Towards Sheet Music Generation, in 6th International Workshop on Reading Music Systems, 2024](https://arxiv.org/abs/2411.15741)
-*   [DoReMi: First glance at a universal OMR dataset, in 3rd International Workshop on Reading Music Systems, 2021](https://sites.google.com/view/worms2021/home)
-*   [CompldNet: Sheet Music Composer Identification using Deep Neural Network, in 4th International Workshop on Reading Music Systems, 2022](https://arxiv.org/pdf/2211.13285.pdf#page=10)
-*   [Towards Artificially Generated Handwritten Sheet Music Datasets, in 5th International Workshop on Reading Music Systems, 2023 ](https://arxiv.org/pdf/2311.04091.pdf#page=26)
-*   [Improving Sheet Music Recognition using Data Augmentation and Image Enhancement, in 5th International Workshop on Reading Music Systems, 2023](https://arxiv.org/pdf/2311.04091.pdf#page=32)
-*   [Optical Music Recogntion: State of the Art and Major Challenges, in The International Conference on Technologies for Music Notation and Representation, 2020](https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf)
-*   [Foundation Models for Music: A Survey](https://arxiv.org/abs/2408.14340)
-
-## Proceedings Editor
-*   [Proceedings of the 4th International Workshop on Reading Music Systems](https://arxiv.org/abs/2211.13285)
-*   [Proceedings of the 5th International Workshop on Reading Music Systems](https://arxiv.org/pdf/2311.04091)
-*   [Proceedings of the 6th International Workshop on Reading Music Systems](https://arxiv.org/abs/2411.15741)
-
-## Presentations
-* [ E. Shatri, “Crafting responsive assessments of AI and tech futures (CREAATIF),” Poster presented at the Policy Forum of the Harvard Data Science Review’s Special Issue on Generative AI (GenAI), June 2024.](https://www.qmul.ac.uk/deri/news--events-/featured-event-policy-forum-of-the-harvard-data-science-review---futureshock/)
-* [E. Shatri, “Navigating the intersection of AI and creativity: A case study of musicians in the age of GenAI,” Presentation at the AI & Music Lecture Symposium and Jam, Bloomsbury Festival, October 2024.](https://bloomsburyfestival.org.uk/events/ai-music-lecture-symposium/)
-* [Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks, the 6th International Workshop on Reading Music Systems ](https://sites.google.com/view/worms2024/program)
-
-## Podcast
-* [Womanthology podcast episode 23: Women in Robotics and Artificial Intelligence](https://www.womanthology.co.uk/womanthology-podcast-episode-23-women-in-robotics-and-artificial-intelligence-with-special-guests-elona-shatri-artificial-intelligence-and-music-phd-researcher-and-ines-santos/)
-
-## [Blogposts](./blogposts.md)
-
-*   [Favourites at ISMIR 2021](./2021-11-16-ismir-2021.md)
-*   [Highlights from WoRMS-2021 3rd edition](./WoRMS2021.html)
-*   [What is Optical Music Recognition?](https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01)
-*   [A review on Super-Resolution](https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a)
-*   [A review of Generative Adversarial Networks](https://towardsdatascience.com/a-review-of-generative-adversarial-networks-9af21e94bda4)
-*   [Optical Music Recognition: State of the Art and Major Challenges](https://towardsdatascience.com/optical-music-recognition-state-of-the-art-and-major-challenges-aa100923c78d)
-
-
-## Commitements
-* [Member of the Editorial Team at Women in Music Information Retrieval (WiMIR)](https://wimir.wordpress.com/2023/06/19/introducing-the-wimir-editorial-team-and-issuing-a-call-for-contributions-2/)
-* [General Chair at the 3rd, 4th, 5th, 6th International Workshop on Reading Music Systems](https://sites.google.com/view/worms2024/people)
-* [Member of the Equality, Diversity and Inclusion initiative at EECS and Women in EECS site at QMUL](https://www.qmul.ac.uk/eecs/about-us/equality-diversity-and-inclusion/edi-committee/)
-* [Student Ambassador at EECS]
-
-
-## About Me 
-
-Hello there!
-
-I'm a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of Centre for Digital Music (C4DM) research group at Queen Mary University of London. 
-
-My research interest is mainly Optical Music Recogntion as well as other MIR related subfields. My goal is to have computers read sheet music computationally. I started working in this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH with which we collaborate closely. 
-
-My work focuses on how can we bring new machine learning solutions to the field of OMR and achieve an end-to-end solution to the problem.
-
-
-Optical Music Recognition (OMR) is concerned with digitizing music sheets into a machine-readable format. Being able to compose, transcribe and edit music by means of taking a picture of a music sheet, would put musician's workload at ease. Such automation would allow musicians to use search-ability and to perform quantitative measures in the musical pieces. This problem comes down to a simple, how can computers be made to read music. The output to this process being a machine-readable file such as MIDI, MusicXML, MEI files. The objective is outputting semantic mark-up identifying as many notational elements as possible, along with the relationship to their position in the original image.
-
-
-Prior solutions have used algorithmic approaches and have involved layers of algorithmic rules applied to traditional feature detection techniques such as edge detection. One of the approaches we want to further investigate is using deep neural networks to solve the problem. Before going into this step another very important processing should be performed, that is, tackling the quality of the input picture of the music sheet. Image preprocessing steps are to be taken which will later help in the training step.
-
- 
-
-An OMR pipeline should be able to capture the right position and the relationships between two notes and its distinctive features. Pacha et al. (2018) proposed an end-to-end trainable object detector that can detect almost the full vocabulary of modern music notation in handwritten scores. Using deep convolutional networks in a dataset with symbol-level notations they achieve a mean average precision up to 80 %.
-
-The OMR pipeline has four main blocks, and we want to tackle them one by one, using a deep learning technique and compare to the already existing techniques. If the DL techniques show improvements, then an end-to-end network is the final goal of our work. Since the existing datasets do not offer enough classes and data, the first step for use would be data augmentation. This will be done using the digitized musical sheets from music notation software Dorico, having this way a ground truth. These sheets will be subject to image degradation techniques, using the degraded images as inputs in our pipeline. The next step would be designing the methodology for object recognition and reconstruction using the deep neural network approach.
-
-
-## [DoReMi Dataset](./doremi-dataset.html)
-We recently published our DoReMi dataset at the [3rd International Workshop on Reading Music Systems 2021](https://sites.google.com/view/worms2021/home). We made our dataset available in [this page](https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0) open for anyone to use it, experiment with it and maybe suggesting new ways to represent these data.  
-
-Documentation is also availabe in the same repository of the data release. 
-
-
-
-
-## Teaching
-
-
-
-
-* [School Page](http://eecs.qmul.ac.uk/profiles/shatrielona-1.html)
-* [Medium](https://medium.com/@e.shatri1)
-
-
-## Affiliations
-
-*   [UKRI Centre for Doctoral Training in Artificial Intelligence and Music](https://aim.qmul.ac.uk/) 
-*   [Centre for Digital Music](http://c4dm.eecs.qmul.ac.uk/)
-*   [Centre for Intelligent Sensing](http://cis.eecs.qmul.ac.uk/)
-*   [Steinberg](https://www.steinberg.net/en/home.html)
-
-## Education
-
-* 2019 - Currently Ph.D. on Optical Music Recognition - Queen Mary University of London
-
-* 2017 - 2019 MSc in Information Systems and Applications - National Tsing Hua University
-
-* 2013 - 2017 BSc in Telecommunications: Faculty of Electrical and Computer Engineering, University of Prishtina
-
-
-
-
-<!-- ##### Header 5
-
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-2.  This is an ordered list following a header.
-3.  This is an ordered list following a header.
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-###### Header 6
-
-| head1        | head two          | three |
-|:-------------|:------------------|:------|
-| ok           | good swedish fish | nice  |
-| out of stock | good and plenty   | nice  |
-| ok           | good `oreos`      | hmm   |
-| ok           | good `zoute` drop | yumm  |
-
-### There's a horizontal rule below this.
-
-* * *
-
-### Here is an unordered list:
-
-*   Item foo
-*   Item bar
-*   Item baz
-*   Item zip
-
-### And an ordered list:
-
-1.  Item one
-1.  Item two
-1.  Item three
-1.  Item four
-
-### And a nested list:
-
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-  - level 2 item
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-  - level 2 item
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-  - level 2 item
-  - level 2 item
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-
-### Small image
-
-![Octocat](https://github.githubassets.com/images/icons/emoji/octocat.png)
-
-### Large image
-
-![Branching](https://guides.github.com/activities/hello-world/branching.png)
-
-
-### Definition lists can be used with HTML syntax. -->
-
-
-
-## Contact
-* e.shatri1@gmail.com
-* e.shatri@qmul.ac.uk
diff --git a/jekyll-theme-minimal.gemspec b/jekyll-theme-minimal.gemspec
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-# frozen_string_literal: true
-
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-  s.name          = 'Elonashatri'
-  s.version       = '0.1.1'
-  s.license       = 'CC0-1.0'
-  s.authors       = ['Elona Shatri', 'GitHub, Inc.']
-  s.email         = ['e.shatri@qmul.ac.uk']
-  s.homepage      = 'https://github.com/pages-themes/minimal'
-  s.summary       = ''
-
-  s.files         = `git ls-files -z`.split("\x0").select do |f|
-    f.match(%r{^((_includes|_layouts|_sass|assets)/|(LICENSE|README)((\.(txt|md|markdown)|$)))}i)
-  end
-
-  s.platform = Gem::Platform::RUBY
-  s.add_runtime_dependency 'jekyll', '> 3.5', '< 5.0'
-  s.add_runtime_dependency 'jekyll-seo-tag', '~> 2.0'
-  s.add_development_dependency 'html-proofer', '~> 3.0'
-  s.add_development_dependency 'rubocop', '~> 0.50'
-  s.add_development_dependency 'w3c_validators', '~> 1.3'
-end
diff --git a/omr-challenges.html b/omr-challenges.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Optical Music Recognition: State of the Art and Major Challenges</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Optical Music Recognition: State of the Art and Major Challenges</h2>
+            <article>
+                <h3>Review paper summary on OMR — paradigm shift and possible directions</h3>
+                <p>
+                    Recently, I got my very first paper accepted to the <a href="https://arxiv.org/abs/2006.07885" target="_blank">International Conference on Technologies for Music Notation and Representation (TENOR) 2020</a>. This experience has been insightful, serving as a guide for my future publishing endeavors.
+                </p>
+                <p>
+                    The paper summarizes prior work and takes a position on progressing Optical Music Recognition (OMR). It highlights the paradigm shift from conventional computer vision methods to end-to-end deep learning techniques.
+                </p>
+
+                <h3>Overview of OMR Pipeline</h3>
+                <p>
+                    The traditional OMR pipeline consists of four stages: image preprocessing, musical object detection, musical symbol reconstruction, and encoding into a machine-readable format. Each stage has seen advancements over the years:
+                </p>
+                <ul>
+                    <li>
+                        <strong>Image Preprocessing:</strong> Techniques like binarization, blurring, deskewing, and noise removal have evolved from traditional methods to neural networks such as sectional auto-encoders.
+                    </li>
+                    <li>
+                        <strong>Musical Object Detection:</strong> This stage benefits from computer vision advancements. Methods like Fast R-CNNs and Single Shot Detectors (SSD) use pre-trained models fine-tuned on datasets like MUSCIMA++.
+                    </li>
+                    <li>
+                        <strong>Musical Symbol Reconstruction:</strong> Structural and semantic relationships between symbols are reconstructed using heuristics and rules. Recent research explores deep learning for this stage, though challenges remain in capturing music's spatial and temporal dependencies.
+                    </li>
+                    <li>
+                        <strong>Encoding:</strong> Outputs are stored in formats like MIDI and MusicXML, supporting various levels of replayability and structural representation.
+                    </li>
+                </ul>
+
+                <h3>Challenges in OMR</h3>
+                <p>
+                    Despite progress, several challenges persist:
+                </p>
+                <ul>
+                    <li>Lack of large labeled datasets for training.</li>
+                    <li>Improving accuracy in detecting music objects and staff lines.</li>
+                    <li>Reconstructing semantic relationships between symbols.</li>
+                    <li>Standardizing output formats, evaluation metrics, and representations.</li>
+                </ul>
+
+                <h3>Paradigm Shift to End-to-End Learning</h3>
+                <p>
+                    The field is moving towards end-to-end deep learning models, streamlining processes like symbol detection and semantic reconstruction. These methods promise efficiency but require solving representation and standardization challenges.
+                </p>
+
+                <h3>Conclusion</h3>
+                <p>
+                    Optical Music Recognition is a fascinating field bridging music and AI. My paper highlights its evolution, challenges, and future directions, paving the way for innovative research. <a href="https://arxiv.org/abs/2006.07885" target="_blank">Read more about it here</a>.
+                </p>
+
+                <h3>References</h3>
+                <ul>
+                    <li>I. Fujinaga, “Optical music recognition using projections,” PhD dissertation, McGill University Montreal, Canada, 1988.</li>
+                    <li>B. Couasnon, et al., “Using logic programming languages for optical music recognition,” In Proceedings of the Third International Conference on The Practical Application of Prolog, 1995.</li>
+                    <li>A. Fornes, et al., “Writer identification in old handwritten music scores,” 2008 The Eighth IAPR International Workshop on Document Analysis Systems. IEEE, 2008, pp. 347–353.</li>
+                    <li>A. Pacha, et al., “Handwritten Music Object Detection: Open Issues and Baseline Results,” 2018 13th IAPR International Workshop on Document Analysis Systems (DAS). Vienna: IEEE, 2018.</li>
+                    <li>E. Shatri and G. Fazekas, “Optical Music Recognition: State of the Art and Major Challenges”, arXiv preprint arXiv:2006.07885, 2020.</li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/optical-music-recognition.html b/optical-music-recognition.html
new file mode 100644
index 0000000000..f59a8909eb
--- /dev/null
+++ b/optical-music-recognition.html
@@ -0,0 +1,97 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>What is Optical Music Recognition?</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>What is Optical Music Recognition?</h2>
+            <article>
+                <p>
+                    I have always been enthusiastic to explore Computer Vision; equally, music has also been a great part of my life. Combined, they make a great research problem! Four months ago, I commenced a 4-year Ph.D. program. So far, it has been an insane journey in terms of how much I have learned and the enthusiasm to learn more.
+                </p>
+                <p>
+                    The research problem I am undertaking is Optical Music Recognition (OMR), more pointedly, investigating if Deep Learning can assist in improving the performances of the current methods.
+                </p>
+                <p>
+                    For you to get to comprehend this problem a little bit more, I will attempt to clarify what OMR is, the conventional methods used, and the main issues needed to be tackled in the future.
+                </p>
+
+                <h3>What is OMR?</h3>
+                <p>
+                    Most of us have presumably used Google Translate and its camera translation feature by now. By just taking a picture of a text, we save time and avoid learning Chinese or other languages. Now let us think of how this feature would apply to music. Musicians still write on music sheets or blank paper. However, if they want to share their music, they will have to transcribe it into a computer. A computer-readable music file would be more accessible. 
+                </p>
+                <p>
+                    Therefore, the motivation behind this research is the possibility of allowing composers and musicians to not only transcribe and edit music by taking a picture of the sheet music but ultimately share and play their pieces. OMR would also assist in music statistics and enable searchability for notations, similar to searching for text.
+                </p>
+                <p>
+                    Calvo-Zaragoza et al. provide a clear definition of OMR, calling it a research field:
+                    <blockquote>
+                        Optical Music Recognition is a field of research that investigates how to computationally read music notation in documents.
+                    </blockquote>
+                </p>
+
+                <h3>The Standard Pipeline</h3>
+                <p>
+                    The research field was established at MIT in the late 1960s, using scanned printed music sheets. Based on the studies conducted, a standard pipeline was formed to reflect approaches taken to solve the problem (see Figure 1).
+                </p>
+                <figure>
+                    <img src="assets/images/omr-pipeline.png" alt="The standard OMR pipeline">
+                    <figcaption>Figure 1. The standard OMR pipeline (Image by author)</figcaption>
+                </figure>
+                <p>
+                    The usual inputs to this pipeline are scans or pictures of printed/handwritten music sheets. These images are processed through techniques like binarization, blurring, and deskewing to reduce noise.
+                </p>
+
+                <h3>Deep Learning for OMR</h3>
+                <p>
+                    We aim to explore new ways of performing OMR steps using Deep Learning (DL). Most DL models are based on artificial neural networks inspired by biological neural networks. These networks consist of multiple layers with nodes (neurons), including input, hidden, and output layers.
+                </p>
+                <p>
+                    Our initial approach is to apply DL to the second stage of OMR: music object detection. This requires a vast dataset containing images of music sheets with corresponding ground truth data for training the model. The dataset must include test data unseen by the model to evaluate its generalization performance.
+                </p>
+                <p>
+                    The research also proposes standardization of input/output formats and evaluation criteria to ensure consistent results.
+                </p>
+
+                <h3>References</h3>
+                <ul>
+                    <li>
+                        A. Rebelo, I. Fujinaga, F. Paszkiewicz, A. R. S. Marcal, C. Guedes, and J. S. Cardoso, “Optical music recognition: state-of-the-art and open issues,” <i>Int J Multimed Info Retr</i>, vol. 1, no. 3, pp. 173–190, Oct. 2012. 
+                        <a href="http://link.springer.com/10.1007/s13735-012-0004-6" target="_blank">Read online</a>.
+                    </li>
+                    <li>
+                        J. Calvo-Zaragoza, J. Hajic Jr., and A. Pacha, “Understanding Optical Music Recognition,” arXiv:1908.03608 [cs, eess], Aug. 2019. 
+                        <a href="http://arxiv.org/abs/1908.03608" target="_blank">Read online</a>.
+                    </li>
+                    <li>
+                        Pacha, Alexander, Jan Hajič, and Jorge Calvo-Zaragoza. “A baseline for general music object detection with deep learning.” <i>Applied Sciences</i> 8.9 (2018): 1488.
+                    </li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/projects.html b/projects.html
new file mode 100644
index 0000000000..b748382ee6
--- /dev/null
+++ b/projects.html
@@ -0,0 +1,46 @@
+
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+    </section>
+        
+    <section id="projects">
+        <h2>Projects and Datasets</h2>
+        <h3><a href="https://www.gov.uk/government/news/uk-and-qatar-launch-project-to-boost-artificial-intelligence-collaboration" target="_blank">Research Assistant (October 2024-): UK and Qatar joint Artificial Intelligence (AI) research commission</a></h3>
+        <p>The UK and Qatar joint Artificial Intelligence (AI) research commission seeks to establish a roadmap for UK-Qatar collaboration on AI that will benefit both countries.</p>
+        <h3><a href="https://www.turing.ac.uk/research/research-projects/crafting-responsive-assessments-ai-tech-impacted-futures-creaatif" target="_blank">Research Assistant (February 2024-): Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF)</a></h3>
+        <p>Crafting Responsive Assessments of AI & Tech-Impacted Futures (CREAATIF) aims to bring the voices of creative workers into the foreground, particularly within policy guidance for the UK labour context. </p>
+        <h3><a href="link-to-doremi-project" target="_blank">DoReMi - Data Collection Lifecycle</a></h3>
+        <p>The DoReMi dataset documents the lifecycle of Optical Music Recognition (OMR) data. It serves as a resource for advancing research in OMR systems.</p>
+    </section>    
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
+
+
diff --git a/research.html b/research.html
new file mode 100644
index 0000000000..fab9b93289
--- /dev/null
+++ b/research.html
@@ -0,0 +1,67 @@
+
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+    </section>
+        
+    <section id="research">
+        <h2>Research Interests</h2>
+        <p><strong>Optical Music Recognition:</strong> Enhancing information retrieval in OMR systems through new methodologies.</p>
+        <p><strong>Ethics in AI:</strong> Exploring ethical considerations in AI, focusing on accountability, fairness, and transparency in applications across various domains.</p>
+        <h3>Published Research</h3>
+        <ul>
+            <li><a href="https://arxiv.org/abs/2408.15002" target="_blank">Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation, in Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval, Best Student Paper Award, 2024.</a></li>
+            <li><a href="https://arxiv.org/abs/2411.16405" target="_blank">Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN, IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024)), 2024.</a></li>
+            <li><a href="https://arxiv.org/abs/2411.16408" target="_blank">Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach, The Sixth IEEE International Conference on Image Processing Applications and Systems, 2024</a></li>
+            <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Crafting Handwritten Notations: Towards Sheet Music Generation, in 6th International Workshop on Reading Music Systems, 2024</a></li>
+            <li><a href="https://sites.google.com/view/worms2021/home" target="_blank">DoReMi: First glance at a universal OMR dataset, in 3rd International Workshop on Reading Music Systems, 2021</a></li>
+            <li><a href="https://arxiv.org/pdf/2211.13285.pdf#page=10" target="_blank">CompldNet: Sheet Music Composer Identification using Deep Neural Network, in 4th International Workshop on Reading Music Systems, 2022</a></li>
+            <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=26" target="_blank">Towards Artificially Generated Handwritten Sheet Music Datasets, in 5th International Workshop on Reading Music Systems, 2023</a></li>
+            <li><a href="https://arxiv.org/pdf/2311.04091.pdf#page=32" target="_blank">Improving Sheet Music Recognition using Data Augmentation and Image Enhancement, in 5th International Workshop on Reading Music Systems, 2023</a></li>
+            <li><a href="https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf" target="_blank">Optical Music Recogntion: State of the Art and Major Challenges, in The International Conference on Technologies for Music Notation and Representation, 2020</a></li>
+            <li><a href="https://arxiv.org/abs/2408.14340" target="_blank">Foundation Models for Music: A Survey</a></li>
+        </ul>
+        <h3>Proceedings Editor</h3>
+        <ul>
+            <li><a href="https://arxiv.org/abs/2211.13285" target="_blank">Proceedings of the 4th International Workshop on Reading Music Systems</a></li>
+            <li><a href="https://arxiv.org/pdf/2311.04091" target="_blank">Proceedings of the 5th International Workshop on Reading Music Systems</a></li>
+            <li><a href="https://arxiv.org/abs/2411.15741" target="_blank">Proceedings of the 6th International Workshop on Reading Music Systems</a></li>
+        </ul>
+        <h3>Presentations</h3>
+        <ul>
+            <li><a href="https://www.qmul.ac.uk/deri/news--events-/featured-event-policy-forum-of-the-harvard-data-science-review---futureshock/" target="_blank">E. Shatri, “Crafting responsive assessments of AI and tech futures (CREAATIF),” Poster presented at the Policy Forum of the Harvard Data Science Review’s Special Issue on Generative AI (GenAI), June 2024.</a></li>
+            <li><a href="https://bloomsburyfestival.org.uk/events/ai-music-lecture-symposium/" target="_blank">E. Shatri, “Navigating the intersection of AI and creativity: A case study of musicians in the age of GenAI,” Presentation at the AI & Music Lecture Symposium and Jam, Bloomsbury Festival, October 2024.</a></li>
+            <li><a href="https://sites.google.com/view/worms2024/program" target="_blank">Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks, the 6th International Workshop on Reading Music Systems</a></li>
+        </ul>
+    </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
+
+
diff --git a/review-on-GANs.html b/review-on-GANs.html
new file mode 100644
index 0000000000..832c9164ac
--- /dev/null
+++ b/review-on-GANs.html
@@ -0,0 +1,119 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>A Review on Generative Adversarial Networks</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>A Review on Generative Adversarial Networks</h2>
+            <article>
+                <h3>How did the GANs change the way machine learning works?</h3>
+                <p>
+                    The history of deep learning has shown to be a bit unusual. Many practices, such as convolutional neural networks, invented in the 80s, had a comeback only after 20 years. While most methods had a comeback, Generative Adversarial Networks (GANs) were one of the most innovative techniques in deep learning in the past decade.
+                </p>
+                <p>
+                    GANs were first proposed by Goodfellow et al. [1] at the University of Montreal. The framework consists of a generator and a discriminator, with the generator attempting to create realistic data to fool the discriminator, while the discriminator learns to differentiate between real and generated data. The two networks compete against each other, pushing each other to improve.
+                </p>
+
+                <h3>Core Concept of GANs</h3>
+                <p>
+                    GANs consist of a generator that maps a latent space to a data distribution and a discriminator that distinguishes real data from generated data. The generator’s goal is to trick the discriminator, while the discriminator works to accurately classify data as real or generated.
+                </p>
+                <p>
+                    GANs are designed not to reproduce training data but to create novel data that resembles the original distribution. This adversarial setup creates a two-person game aiming for equilibrium, where neither network can improve further.
+                </p>
+
+                <h3>Challenges in GAN Training</h3>
+                <p>
+                    Achieving and maintaining equilibrium is challenging. Additionally, validating whether the generator has learned to produce a realistic data distribution is difficult compared to traditional deep learning methods.
+                </p>
+                <p>
+                    The performance of GANs depends heavily on the amount of data and network depth, which can require computational resources currently beyond reach.
+                </p>
+
+                <h3>Applications of GANs</h3>
+                <p>
+                    GANs have broad applications in art, fashion, advertising, science, and video games. However, they have also been used maliciously, such as creating fake social media profiles with synthesized images.
+                </p>
+
+                <h3>Key Developments in GANs</h3>
+                <ul>
+                    <li>
+                        <strong>Deep Convolutional GANs (DCGANs):</strong> Uses CNNs instead of multilayer perceptrons, with techniques like deconvolution and batch normalization to improve performance.
+                    </li>
+                    <li>
+                        <strong>Improved GANs:</strong> Introduces minibatch discrimination, virtual batch normalization, and feature matching.
+                    </li>
+                    <li>
+                        <strong>LAPGAN:</strong> Generates higher-resolution images using a Laplacian pyramid.
+                    </li>
+                    <li>
+                        <strong>CycleGAN:</strong> Performs image-to-image translation without aligned pairs, leveraging adversarial and cycle consistency loss.
+                    </li>
+                    <li>
+                        <strong>PACGAN:</strong> Addresses mode collapse by enabling the discriminator to make decisions based on multiple samples.
+                    </li>
+                    <li>
+                        <strong>SAGAN:</strong> Utilizes self-attention and spectral normalization for improved image generation.
+                    </li>
+                </ul>
+
+                <h3>Open Challenges</h3>
+                <p>
+                    GANs struggle with generating discrete data and measuring the uncertainty of a trained generative network. Addressing these limitations remains an area of active research.
+                </p>
+
+                <h3>References</h3>
+                <ul>
+                    <li>
+                        I. Goodfellow, et al., “Generative adversarial nets,” <i>Advances in Neural Information Processing Systems</i>, 2014.
+                    </li>
+                    <li>
+                        A. Radford, et al., “Unsupervised representation learning with deep convolutional generative adversarial networks,” arXiv preprint, 2015.
+                    </li>
+                    <li>
+                        T. Salimans, et al., “Improved techniques for training GANs,” <i>Advances in Neural Information Processing Systems</i>, 2016.
+                    </li>
+                    <li>
+                        E. L. Denton, et al., “Deep generative image models using a Laplacian pyramid of adversarial networks,” <i>Advances in Neural Information Processing Systems</i>, 2015.
+                    </li>
+                    <li>
+                        T. Karras, et al., “Progressive growing of GANs for improved quality, stability, and variation,” arXiv preprint, 2017.
+                    </li>
+                    <li>
+                        J.-Y. Zhu, et al., “Unpaired image-to-image translation using cycle-consistent adversarial networks,” <i>Proceedings of the IEEE International Conference on Computer Vision</i>, 2017.
+                    </li>
+                    <li>
+                        Z. Lin, et al., “PACGAN: The power of two samples in generative adversarial networks,” <i>Advances in Neural Information Processing Systems</i>, 2018.
+                    </li>
+                    <li>
+                        H. Zhang, et al., “Self-attention generative adversarial networks,” arXiv preprint, 2018.
+                    </li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/script/bootstrap b/script/bootstrap
deleted file mode 100755
index 492e5535f1..0000000000
--- a/script/bootstrap
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/sh
-
-set -e
-
-gem install bundler
-bundle install
diff --git a/script/cibuild b/script/cibuild
deleted file mode 100755
index 604a501970..0000000000
--- a/script/cibuild
+++ /dev/null
@@ -1,9 +0,0 @@
-#!/bin/sh
-
-set -e
-
-bundle exec jekyll build
-bundle exec htmlproofer ./_site --check-html --check-sri
-bundle exec rubocop -D --config .rubocop.yml
-bundle exec script/validate-html
-gem build jekyll-theme-minimal.gemspec
diff --git a/script/release b/script/release
deleted file mode 100755
index fdbcf9db72..0000000000
--- a/script/release
+++ /dev/null
@@ -1,42 +0,0 @@
-#!/bin/sh
-# Tag and push a release.
-
-set -e
-
-# Make sure we're in the project root.
-
-cd $(dirname "$0")/..
-
-# Make sure the darn thing works
-
-bundle update
-
-# Build a new gem archive.
-
-rm -rf jekyll-theme-minimal-*.gem
-gem build -q jekyll-theme-minimal.gemspec
-
-# Make sure we're on the master branch.
-
-(git branch | grep -q 'master') || {
-  echo "Only release from the master branch."
-  exit 1
-}
-
-# Figure out what version we're releasing.
-
-tag=v`ls jekyll-theme-minimal-*.gem | sed 's/^jekyll-theme-minimal-\(.*\)\.gem$/\1/'`
-
-# Make sure we haven't released this version before.
-
-git fetch -t origin
-
-(git tag -l | grep -q "$tag") && {
-  echo "Whoops, there's already a '${tag}' tag."
-  exit 1
-}
-
-# Tag it and bag it.
-
-gem push jekyll-theme-minimal-*.gem && git tag "$tag" &&
-  git push origin master && git push origin "$tag"
diff --git a/script/validate-html b/script/validate-html
deleted file mode 100755
index 43d8fca894..0000000000
--- a/script/validate-html
+++ /dev/null
@@ -1,28 +0,0 @@
-#!/usr/bin/env ruby
-# frozen_string_literal: true
-
-require "w3c_validators"
-
-def validator(file)
-  extension = File.extname(file)
-  if extension == ".html"
-    W3CValidators::NuValidator.new
-  elsif extension == ".css"
-    W3CValidators::CSSValidator.new
-  end
-end
-
-def validate(file)
-  puts "Checking #{file}..."
-
-  path = File.expand_path "../_site/#{file}", __dir__
-  results = validator(file).validate_file(path)
-
-  return puts "Valid!" if results.errors.empty?
-
-  results.errors.each { |err| puts err.to_s }
-  exit 1
-end
-
-validate "index.html"
-validate File.join "assets", "css", "style.css"
diff --git a/table-test.md b/table-test.md
deleted file mode 100644
index 9cc4b6caee..0000000000
--- a/table-test.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-title: Table test
----
-
-{{ site.github.data.doremi_classes_attributes }}
-
-{% assign row = site.github.data.doremi_classes_attributes[0] %}
-{{ row | inspect }}
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diff --git a/teaching.html b/teaching.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Blogposts - Elona Shatri</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+            <section>
+                <h2>Teaching Fellow Experience</h2>
+                <ul>
+                    <li>
+                        <strong>Data Mining (Postgrad) -</strong>
+                        <span>Designing syllabus, labs, and assignments. Lecture and lab delivery, student support, marking, exam setting, teaching admin, and training/supervising new demonstrators. <em>2023-2024</em></span>
+                    </li>
+                </ul>
+
+                <h2>Senior Demonstrator</h2>
+                <ul>
+                    <li>
+                        <strong>Professional and Research Practice (Undergrad) -</strong>
+                        <span>Designing labs and assignments, lab delivery, student support, marking, teaching, and general admin. Training and supervising new demonstrators. <em>2023</em></span>
+                    </li>
+                </ul>
+
+                <h2>Demonstrator</h2>
+                <ul>
+                    <li>
+                        <strong>Machine Learning (Postgrad) -</strong>
+                        <span>Delivering labs, student support, marking assignments and exams. <em>2020-2021</em></span>
+                    </li>
+                    <li>
+                        <strong>Machine Learning for Visual Data (Postgrad) -</strong>
+                        <span>Delivering labs, student support, marking assignments and exams. <em>2021</em></span>
+                    </li>
+                    <li>
+                        <strong>Research Methods and Responsible Innovation (Postgrad) -</strong>
+                        <span>Designing and delivering labs and workshops, student support. <em>2020-2022</em></span>
+                    </li>
+                    <li>
+                        <strong>Data Mining (Undergrad and Postgrad) -</strong>
+                        <span>Delivering labs, student support, marking assignments and exams. <em>2021-2023</em></span>
+                    </li>
+                </ul>
+            </section>
+
+            <section>
+                <h2>Supervising MSc Students</h2>
+                <p>Working on Music and Computer Vision-related tasks, supervising and ensuring qualitative work, weekly meetings, and admin.</p>
+                <ul>
+                    <li>Sheet Music Composer Identification using Convolutional Neural Network</li>
+                    <li>Sheet Music Classification with Convolutional Neural Network</li>
+                    <li>Generating Handwritten Sheet Music using Style Transfer</li>
+                    <li>Generating Indian Tabla Music</li>
+                    <li>Image Enhancement for an Improved Optical Music Recognition</li>
+                    <li>Generative Adversarial Network Architectures to Enhance Handwritten Optical Music Recognition Datasets</li>
+                    <li>Self-Supervised Few-Shot Learning for Music Symbol Classification in Historical Manuscripts</li>
+                    <li>Models for Full-page Music Generation</li>
+                </ul>
+            </section>
+        
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
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diff --git a/uk-qatar.html b/uk-qatar.html
new file mode 100644
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--- /dev/null
+++ b/uk-qatar.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>UK-Qatar AI Collaboration</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>UK and Qatar Collaborate on AI Research</h2>
+            <article>
+                <p>
+                    The UK and Qatar have launched a joint Artificial Intelligence (AI) research commission to explore collaborative opportunities in AI development. The initiative is led by <strong>Professor David Leslie</strong> from Queen Mary University of London, in partnership with Hamad Bin Khalifa University (HBKU) in Qatar.
+                </p>
+                <p>
+                    As a research assistant to Professor Leslie, I am contributing to this project, which focuses on ethical AI innovation, policy frameworks, and fostering international cooperation. Supported by Qatar's Ministry of Foreign Affairs, MCIT, and QRDI Council, along with the UK Government's Gulf Strategy Fund, this collaboration aims to unlock AI's potential for societal and economic progress.
+                </p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/visum-2020.html b/visum-2020.html
new file mode 100644
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--- /dev/null
+++ b/visum-2020.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Online VISUM 2020 Highlights</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>Online VISUM 2020 Highlights</h2>
+            <article>
+                <p>
+                    From July 3rd to July 10th, I attended the VISUM summer school online. Originally planned to take place in Porto, it was moved online due to the pandemic.
+                </p>
+                <p>
+                    The itinerary included lectures, AI shots, and a main competition. The lectures covered topics like machine learning, deep learning, information security, and AI. The AI shots were short 30-minute talks by industry professionals on AI use cases in their work.
+                </p>
+
+                <h3>Lecture Highlights</h3>
+                <p>
+                    Jaime Cardoso (INESC TEC and the University of Porto FEUP) provided a detailed lecture on computer vision (CV) and machine learning (ML), covering deep learning, artificial intelligence, and their history.
+                </p>
+                <p>
+                    One highlight was professor Johan Suykens’ lecture on Deep Learning and Kernel Machines. He discussed function estimation, LS-SVM, kernel spectral clustering, restricted kernel machines, and generative models.
+                </p>
+                <p>
+                    Pascal Mettes (University of Amsterdam) gave an engaging talk on action recognition, discussing video representation, zero-shot learning, self-supervised learning, and graph neural networks for action understanding.
+                </p>
+                <p>
+                    Professor Nicolas Courty’s talk on Optimal Transport in Deep Learning was equally intriguing, diving into Wasserstein Loss, domain adaptation, and Monge mapping.
+                </p>
+                <p>
+                    Professor Marta Gomez-Barrero delivered an insightful talk on Information Security, covering cryptography, biometrics, user authentication, and a case study on Cancelable Biometrics Based on Bloom Filters [2].
+                </p>
+                <p>
+                    Mauricio Reyes (University of Bern) discussed Interpretability in ML for Medical Imaging, differentiating between explainability and interpretability and emphasizing their importance in medical applications.
+                </p>
+
+                <h3>The Competition</h3>
+                <p>
+                    The most exciting part was the competition. From 70+ participants, we formed teams of three to work on a fish detection problem. Using methodologies like YOLO, Faster R-CNN, and transfer learning with pre-trained models, the winning teams achieved results close to the state of the art.
+                </p>
+
+                <h3>References</h3>
+                <ul>
+                    <li>
+                        Suykens, J. A. K., et al. “Least squares support vector machine classifiers: a large scale algorithm.” <i>Proceedings of the European Conference on Circuit Theory and Design</i>, Vol. 10, 1999.
+                    </li>
+                    <li>
+                        Rathgeb, Christian, et al. “Towards cancelable multi-biometrics based on bloom filters: a case study on feature level fusion of face and iris.” <i>3rd International Workshop on Biometrics and Forensics (IWBF 2015)</i>. IEEE, 2015.
+                    </li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/worms-2021.html b/worms-2021.html
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index 0000000000..7653f794d1
--- /dev/null
+++ b/worms-2021.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>The 3rd International Workshop on Reading Music Systems 2021</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>The 3rd International Workshop on Reading Music Systems 2021</h2>
+            <article>
+                <p>
+                    The third edition of the International Workshop on Reading Music Systems (WoRMS) was held in a hybrid live/virtual setting on Friday, 23rd of July 2021. It brought together researchers and industry professionals working in Optical Music Recognition (OMR). This edition featured 11 papers on a variety of topics and an 
+                    <a href="https://drive.google.com/file/d/1IDgOaW8tGxJt9Top7x7GSZXLsAo-XVcb/view" target="_blank">outstanding keynote from Anthony Wilkes (Organum Ltd)</a> discussing the design of ReadScoreLib.
+                </p>
+                <img src="assets/img/worms2021.png" alt="WoRMS 2021">
+                <p>Below are summaries of some of the presented papers:</p>
+
+                <h3><a href="https://drive.google.com/file/d/17BdTUfU6Fk8qyrpxo6L-BGTqIhLvStL5/view" target="_blank">Hybrid Annotation Systems for Music Transcription</a></h3>
+                <p>
+                    This paper explores combining human annotation and automated methods for music transcription. Results showed that audio extracts enhanced performance, particularly for short music segments.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/17Dp9gIjQPZVwSFJzKK8QA6Xjcgv894wj/view" target="_blank">Neural Network for Handwritten Melodies</a></h3>
+                <p>
+                    Aimed at digital archiving for the University Library of Regensburg, this paper evaluates neural networks for recognising handwritten monophonic scores. Challenges include limited annotated data.
+                </p>
+
+                <h3><a href="https://arxiv.org/abs/2107.07786" target="_blank">DoReMi: A Universal OMR Dataset</a></h3>
+                <p>
+                    Our work presents DoReMi, a new dataset aimed at addressing challenges in OMR. We demonstrated baseline experiments using Faster R-CNN models for object detection.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/10uUCaORERAzD-ISSm6FUeNNOOzrTRDzF/view" target="_blank">Reconstructing Digits in Music Scores</a></h3>
+                <p>
+                    This research highlights challenges in recognising and reconstructing digits in sheet music, achieving limited accuracy on real-world scores despite using deep learning.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1uSIrbiLrx1RfXEV86STS7XRuwJoa34O7/view" target="_blank">Detecting Staves and Measures with Deep Learning</a></h3>
+                <p>
+                    This paper investigates strategies to detect structural elements in music scores. Faster R-CNNs performed best for detecting system measures and staves.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1ZBRaOwsTkdOUo6sfm9xdQPuPMNyM89ho/view" target="_blank">Unsupervised Neural Document Analysis</a></h3>
+                <p>
+                    This study proposes combining Domain Adaptation with Selectional Auto-Encoders for unsupervised document analysis, slightly improving state-of-the-art results.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1ZDlU0WDmqC4-37s2gkCf2nOAt4Z5Ow-S/view" target="_blank">Multimodal Audio and Image Music Transcription</a></h3>
+                <p>
+                    This proof-of-concept explores combining OMR and AMT predictions, demonstrating slight improvements in error rates for monophonic scores.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1o4zm_fx_Fa7zclWkqgbVLx2x3DuvZidz/view" target="_blank">Sequential Next-Symbol Prediction</a></h3>
+                <p>
+                    This paper introduces a sequential classification-based approach to music scores using CNNs, addressing training set limitations.
+                </p>
+
+                <h3><a href="https://drive.google.com/file/d/1WAhrcPRzpuoB1fJsMkGCZamIp1CHv3c5/view" target="_blank">Agnostic Transcription and Machine Encoding</a></h3>
+                <p>
+                    This work focuses on encoding outputs from OMR into machine-readable formats using Machine Translation techniques.
+                </p>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/worms-2022.html b/worms-2022.html
new file mode 100644
index 0000000000..d882f8431d
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+++ b/worms-2022.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>The 4th International Workshop on Reading Music Systems 2022</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>The 4th International Workshop on Reading Music Systems 2022</h2>
+            <article>
+                <p>
+                    The fourth edition of the International Workshop on Reading Music Systems (WoRMS) was held last Friday, offering another dynamic hybrid experience. Researchers and industry professionals in Optical Music Recognition (OMR) came together to explore the latest advancements and challenges in the field. This year’s workshop featured nine diverse papers spanning topics such as dataset challenges, deep learning innovations, and integration of language models, alongside an engaging keynote by Marie Chupeau (Magic LEMP).
+                </p>
+                <h3>Keynote: Advancing OMR with MaestrIA</h3>
+                <p>
+                    Marie Chupeau opened the workshop by presenting Magic LEMP's OMR solution, MaestrIA, developed for Newzik. She shared insights into their experiments with neural architectures for sequential, mask, and object detection approaches, highlighting the potential of score generation as an asset in OMR. Her discussion delved into the design process of their score generator, sparking interest and questions about how such systems might reshape music digitization.
+                </p>
+                <h3>Highlights from the Paper Sessions</h3>
+                <h4>Session 1: Datasets and Training Challenges</h4>
+                <ul>
+                    <li>
+                        <strong><a href="#">Challenging Sources: A New Dataset for OMR of Diverse 19th-Century Music Theory Examples</a></strong>  
+                        — Fabian C. Moss and collaborators introduced a dataset targeting diverse 19th-century music theory materials, addressing the need for varied and challenging OMR training sets.
+                    </li>
+                    <li>
+                        <strong><a href="#">CompIdNet: Sheet Music Composer Identification Using Deep Neural Networks</a></strong>  
+                        — Dnyanesh Walwadkar and colleagues presented their work on composer identification through deep learning, adding a novel dimension to OMR.
+                    </li>
+                    <li>
+                        <strong><a href="#">Obstacles with Synthesizing Training Data for OMR</a></strong>  
+                        — Jiří Mayer and Pavel Pecina explored challenges in generating synthetic training data, identifying issues when bridging the gap between synthetic and real-world datasets.
+                    </li>
+                </ul>
+
+                <h4>Session 2: Full-Page and Graph-Based OMR</h4>
+                <ul>
+                    <li>
+                        <strong><a href="#">End-To-End Full-Page Optical Music Recognition of Monophonic Documents via Score Unfolding</a></strong>  
+                        — Antonio Ríos-Vila and team proposed a full-page recognition pipeline leveraging a score unfolding mechanism for monophonic documents.
+                    </li>
+                    <li>
+                        <strong><a href="#">End-to-End Graph Prediction for Optical Music Recognition</a></strong>  
+                        — Carlos Garrido-Muñoz and collaborators discussed graph-based models, enabling efficient encoding of complex music notation relationships.
+                    </li>
+                    <li>
+                        <strong><a href="#">Efficient Approaches for Notation Assembly in Optical Music Recognition</a></strong>  
+                        — Carlos Penarrubia and co-authors presented techniques for efficiently assembling notations post-recognition, optimizing the final stages of the OMR pipeline.
+                    </li>
+                </ul>
+
+                <h4>Session 3: Applications and Enhancements</h4>
+                <ul>
+                    <li>
+                        <strong><a href="#">Computer-Assisted Measure Detection in a Music Score-Following Application</a></strong>  
+                        — Eran Egozy and Ian Clester focused on integrating measure detection for applications in score-following, emphasizing real-time performance aids.
+                    </li>
+                    <li>
+                        <strong><a href="#">Automated Transcription of Electronic Drumkits</a></strong>  
+                        — Florent Jacquemard and team showcased their work on transcribing electronic drumkit performances, bridging electronic and traditional score representation.
+                    </li>
+                    <li>
+                        <strong><a href="#">Improving Handwritten Music Recognition through Language Model Integration</a></strong>  
+                        — Pau Torras and colleagues demonstrated how language models could enhance recognition accuracy, particularly for handwritten scores.
+                    </li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/worms-2023.html b/worms-2023.html
new file mode 100644
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+++ b/worms-2023.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>The 5th International Workshop on Reading Music Systems 2023</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>The 5th International Workshop on Reading Music Systems 2023</h2>
+            <article>
+                <p>
+                    The 5th International Workshop on Reading Music Systems (WoRMS) took place on November 4th, 2023, in Milan, Italy, offering both on-site and remote participation. This year’s workshop showcased a range of cutting-edge research in Optical Music Recognition (OMR), including advancements in medieval music manuscripts, handwritten music synthesis, and few-shot learning. The program featured three engaging paper sessions and a thought-provoking keynote by Werner Goebl, emphasizing community-driven solutions to perfect music score corpora.
+                </p>
+                <h3>Keynote: Perfecting Music Scores with Crowd-Sourced Validation</h3>
+                <p>
+                    Werner Goebl from the University of Music and Performing Arts Vienna delivered the keynote titled "The Final Stretch of OMR: Perfecting Music Score Corpora with Browser-Based Editing and Validation." Goebl introduced <em>mei-friend</em>, a browser-based editing and validation interface that facilitates community-driven corrections to OMR-generated scores. This innovative tool juxtaposes source score images with their digital renderings, enabling crowdsourced validation to ensure pristine accuracy. The keynote sparked discussions on how decentralized, open systems can contribute to a FAIR (Findable, Accessible, Interoperable, and Reusable) digital music ecosystem.
+                </p>
+                <h3>Highlights from the Paper Sessions</h3>
+                <h4>Session 1: Historical and Multicultural Perspectives</h4>
+                <ul>
+                    <li><strong>Optical Music Recognition Workflow for Medieval Music Manuscripts</strong> — Ichiro Fujinaga and Gabriel Vigliensoni explored workflows tailored to the unique challenges of medieval manuscripts, emphasizing the importance of preserving historical notations.</li>
+                    <li><strong>The Suzipu Musical Annotation Tool</strong> — Tristan Repolusk and Eduardo Veas introduced <em>Suzipu</em>, a tool designed to create machine-readable datasets for ancient Chinese music, bridging gaps in cultural heritage digitization.</li>
+                    <li><strong>The OmniOMR Project</strong> — Jan Hajič, jr., and collaborators presented a comprehensive framework for OMR, addressing multi-lingual and multi-modal requirements for diverse music scores.</li>
+                    <li><strong>Towards Music Notation and Lyrics Alignment</strong> — Juan Carlos Martinez-Sevilla and Francisco J. Castellanos shared a case study on aligning notation and lyrics in Gregorian chants, advancing research in music-text alignment.</li>
+                </ul>
+
+                <h4>Session 2: Data Generation and Enhancement</h4>
+                <ul>
+                    <li><strong>Symbol Generation via Autoencoders for Handwritten Music Synthesis</strong> — Jonáš Havelka and team showcased how autoencoders can generate handwritten music symbols, contributing to realistic data synthesis.</li>
+                    <li><strong>Towards Artificially Generated Handwritten Sheet Music Datasets</strong> — Pranjali Hande and collaborators presented methods for generating artificial datasets, addressing the scarcity of annotated data in OMR.</li>
+                    <li><strong>Improving Sheet Music Recognition with Data Augmentation and Image Enhancement</strong> — Zihui Zhang and colleagues discussed innovative techniques for improving OMR accuracy, leveraging data augmentation and image preprocessing.</li>
+                </ul>
+
+                <h4>Session 3: Few-Shot and End-to-End Learning</h4>
+                <ul>
+                    <li><strong>Rotations Are All You Need: A Generic Method for End-To-End OMR</strong> — Antonio Ríos-Vila introduced a novel approach using rotations to simplify and improve end-to-end OMR pipelines.</li>
+                    <li><strong>Few-Shot Music Symbol Classification via Self-Supervised Learning</strong> — María Alfaro-Contreras presented a method for classifying music symbols with minimal training data, leveraging self-supervised learning.</li>
+                    <li><strong>Few-Shot Learning for Layout Analysis of Music Scores</strong> — Francisco J. Castellanos and team conducted a preliminary study on applying few-shot learning to the layout analysis of complex music scores.</li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>
diff --git a/worms-2024.html b/worms-2024.html
new file mode 100644
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--- /dev/null
+++ b/worms-2024.html
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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>The 6th International Workshop on Reading Music Systems 2024</title>
+    <link rel="stylesheet" href="assets/css/styles.css">
+</head>
+<body>
+    <header>
+        <h1>Elona Shatri</h1>
+        <p>AI Researcher | Ethics Advocate | Music Technologist</p>
+    </header>
+    <nav>
+        <ul>
+            <li><a href="index.html">Home</a></li>
+            <li><a href="about.html">About</a></li>
+            <li><a href="teaching.html">Teaching</a></li>
+            <li><a href="research.html">Research</a></li>
+            <li><a href="projects.html">Projects</a></li>
+            <li><a href="blogposts.html">Blogposts</a></li>
+            <li><a href="contact.html">Contact</a></li>
+        </ul>
+    </nav>
+    <main>
+        <section id="blogpost">
+            <h2>The 6th International Workshop on Reading Music Systems 2024</h2>
+            <article>
+                <p>
+                    The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year's workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
+                </p>
+                <h3>Keynote: Beyond Optical Music Recognition</h3>
+                <p>
+                    David Rizo from the University of Alicante delivered the keynote, "Beyond Optical Music Recognition," reflecting on the recent advancements in OMR driven by deep learning techniques. He questioned whether the current research trajectory is adequate to fully address the complexities of OMR and explored the broader implications for creating end-user-centric systems. His presentation dissected the term "OMR" through case studies, providing a critical assessment of its evolution and future.
+                </p>
+                <h3>Highlights from the Paper Sessions</h3>
+                <h4>Session 1: Advancing OMR Models and Analysis</h4>
+                <ul>
+                    <li><strong>Can Multimodal Large Language Models Read Music Score Images?</strong> — Jorge Calvo-Zaragoza and collaborators explored the potential of multimodal language models in OMR, discussing their performance on music score images.</li>
+                    <li><strong>Sheet Music Transformer: End-to-End Full-Page OMR for Pianoform Sheet Music</strong> — Antonio Ríos-Vila and colleagues presented a Transformer-based pipeline for recognizing full-page piano sheet music, emphasizing scalability and efficiency.</li>
+                    <li><strong>Towards Sheet Music Information Retrieval Using Multitask Transformers</strong> — Antonio Ríos-Vila and team proposed a unified approach for sheet music retrieval, combining multiple OMR tasks into a multitask transformer framework.</li>
+                    <li><strong>Semantic Reconstruction of Sheet Music with Graph-Neural Networks</strong> — Guillaume de Lambertye and Alexander Pacha demonstrated how graph neural networks could semantically reconstruct sheet music, enabling more accurate music representation.</li>
+                    <li><strong>Staff Layout Analysis Using the YOLO Platform</strong> — Vojtěch Dvořák and collaborators presented a YOLO-based method for analyzing staff layouts, optimizing structural recognition in OMR.</li>
+                </ul>
+
+                <h4>Session 2: Expanding OMR Applications</h4>
+                <ul>
+                    <li><strong>On Designing a Representation for the Evaluation of OMR Systems</strong> — Pau Torras and colleagues proposed a novel representation for evaluating OMR performance, emphasizing its utility in benchmarking.</li>
+                    <li><strong>Enhanced User-Machine Interaction for Historical Sheet Music Retrieval</strong> — A. Menárguez Box and team introduced a user-machine interaction model for historical sheet music, leveraging musical notation for enhanced retrieval.</li>
+                    <li><strong>Enhancing Recognition of Historical Musical Pieces with Synthetic and Composed Images</strong> — M. Villarreal Ruiz and J. A. Sánchez explored the use of synthetic images to improve recognition accuracy for historical scores.</li>
+                    <li><strong>The CollabScore Project: From Optical Recognition to Multimodal Music Sources</strong> — Benoît Couasnon and collaborators discussed integrating optical and multimodal music sources into a unified platform for music analysis.</li>
+                    <li><strong>Semi-Automatic Annotation of Chinese Suzipu Notation</strong> — Tristan Repolusk and Eduardo Veas presented a component-based approach for annotating Suzipu notation, addressing unique challenges in Chinese music scores.</li>
+                </ul>
+
+                <h4>Session 3: Historical and Handwritten Music</h4>
+                <ul>
+                    <li><strong>OMR on Early Music Sources at the Bavarian State Library with MuRET</strong> — J. Umbreit and S. Schumann discussed automating and scaling OMR for early music sources using MuRET.</li>
+                    <li><strong>OMMR4all Revisited: A Semiautomatic Online Editor for Medieval Music Notations</strong> — Andreas Hartelt and Frank Puppe revisited their online editor for medieval music notations, enhancing usability and automation.</li>
+                    <li><strong>Enhancing Handwritten Music Sheet Datasets Using Generative Adversarial Networks (GANs)</strong> — K. R. Palavala and collaborators demonstrated how GANs could enrich handwritten music datasets for better OMR training.</li>
+                    <li><strong>Crafting Handwritten Notations: Towards Sheet Music Generation</strong> — N. Tirupati and team explored generative methods for creating handwritten sheet music, pushing the boundaries of synthetic data generation.</li>
+                </ul>
+            </article>
+        </section>
+    </main>
+    <footer>
+        <p>© 2024 Elona Shatri. All rights reserved.</p>
+    </footer>
+</body>
+</html>

From 3ab26d578c59cd1185ef63466aa806a2b93d449a Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.bbrouter>
Date: Mon, 9 Dec 2024 12:41:58 +0000
Subject: [PATCH 62/63] remove old files

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diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
deleted file mode 100644
index 96a0234ebf..0000000000
--- a/.github/CODEOWNERS
+++ /dev/null
@@ -1,3 +0,0 @@
-# Require maintainer's :+1: for changes to the .github/ repo-config files
-# mainly due to https://github.com/probot/settings privilege escalation
-.github/* @pages-themes/maintainers
diff --git a/.github/config.yml b/.github/config.yml
deleted file mode 100644
index 23911ec24d..0000000000
--- a/.github/config.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-# Behaviorbot config. See https://github.com/behaviorbot/ for more information.
-# Note: Please Don't edit this file directly.
-# Edit https://github.com/pages-themes/maintenance-scripts instead.
-
-# Configuration for update-docs - https://github.com/behaviorbot/update-docs
-updateDocsComment: "Thanks for the pull request! If you are making any changes to the user-facing functionality, please be sure to update the documentation in the `README` or `docs/` folder alongside your change. :heart:"
-
-# Configuration for request-info - https://github.com/behaviorbot/request-info
-requestInfoReplyComment: Thanks for this. Do you mind providing a bit more information about what problem you're trying to solve?
-requestInfoLabelToAdd: more-information-needed
-
-# Configuration for new-issue-welcome - https://github.com/behaviorbot/new-issue-welcome
-#newIssueWelcomeComment: >
-#  Welcome!
-
-# Configuration for new-pr-welcome - https://github.com/behaviorbot/new-pr-welcome
-newPRWelcomeComment: Welcome! Congrats on your first pull request to the Minimal theme. If you haven't already, please be sure to check out [the contributing guidelines](https://github.com/pages-themes/minimal/blob/master/docs/CONTRIBUTING.md).
-
-# Configuration for first-pr-merge - https://github.com/behaviorbot/first-pr-merge
-firstPRMergeComment: "Congrats on getting your first pull request to the Minimal theme merged! Without amazing humans like you submitting pull requests, we couldn’t run this project. You rock! :tada:<br /><br />If you're interested in tackling another bug or feature, take a look at [the open issues](https://github.com/pages-themes/minimal/issues), especially those [labeled `help wanted`](https://github.com/pages-themes/minimal/issues?q=is%3Aopen+is%3Aissue+label%3A%22help+wanted%22)."
diff --git a/.github/no-response.yml b/.github/no-response.yml
deleted file mode 100644
index 7193eaa3b2..0000000000
--- a/.github/no-response.yml
+++ /dev/null
@@ -1,13 +0,0 @@
-# Configuration for probot-no-response - https://github.com/probot/no-response
-
-# Number of days of inactivity before an Issue is closed for lack of response
-daysUntilClose: 14
-# Label requiring a response
-responseRequiredLabel: more-information-needed
-# Comment to post when closing an Issue for lack of response. Set to `false` to disable
-closeComment: >
-  This issue has been automatically closed because there has been no response
-  to our request for more information from the original author. With only the
-  information that is currently in the issue, we don't have enough information
-  to take action. Please reach out if you have or find the answers we need so
-  that we can investigate further.
diff --git a/.github/settings 2.yml b/.github/settings 2.yml
deleted file mode 100644
index 7c1b11592e..0000000000
--- a/.github/settings 2.yml	
+++ /dev/null
@@ -1,31 +0,0 @@
-# Repository settings set via https://github.com/probot/settings
-
-repository:
-  has_issues: true
-  has_wiki: false
-  has_projects: false
-  has_downloads: false
-
-labels:
-  - name: help wanted
-    oldname: help-wanted
-    color: 0e8a16
-  - name: more-information-needed
-    color: d93f0b
-  - name: bug
-    color: b60205
-  - name: feature
-    color: 1d76db
-  - name: good first issue
-    color: "5319e7"
-
-# Not currently implemented by probot/settings, but manually implemented in script/deploy
-branch_protection:
-  restrictions: null
-  enforce_admins: false
-  required_status_checks:
-    strict: true
-    contexts:
-      - "script/cibuild" # GitHub Actions CI workflow
-  required_pull_request_reviews:
-    require_code_owner_reviews: true
diff --git a/.github/settings.yml b/.github/settings.yml
deleted file mode 100644
index 420815923f..0000000000
--- a/.github/settings.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-# Repository settings set via https://github.com/probot/settings
-
-repository:
-  has_issues: true
-  has_wiki: false
-  has_projects: false
-  has_downloads: false
-
-labels:
-  - name: help wanted
-    oldname: help-wanted
-    color: 0e8a16
-  - name: more-information-needed
-    color: d93f0b
-  - name: bug
-    color: b60205
-  - name: feature
-    color: 1d76db
-  - name: good first issue
-    color: "5319e7"
-
-# Not currently implemented by probot/settings, but manually implemented in script/deploy
-branch_protection:
-  restrictions: null
-  enforce_admins: false
-  required_status_checks:
-    strict: true
-    contexts:
-      - "continuous-integration/travis-ci"
-  required_pull_request_reviews:
-    require_code_owner_reviews: true
diff --git a/.github/stale.yml b/.github/stale.yml
deleted file mode 100644
index a1aa17e58a..0000000000
--- a/.github/stale.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-# Configuration for probot-stale - https://github.com/probot/stale
-
-# Number of days of inactivity before an Issue or Pull Request becomes stale
-daysUntilStale: 60
-
-# Number of days of inactivity before a stale Issue or Pull Request is closed
-daysUntilClose: 7
-
-# Issues or Pull Requests with these labels will never be considered stale
-exemptLabels:
-  - pinned
-  - security
-
-# Label to use when marking as stale
-staleLabel: wontfix
-
-# Comment to post when marking as stale. Set to `false` to disable
-markComment: >
-  This issue has been automatically marked as stale because it has not had
-  recent activity. It will be closed if no further activity occurs. Thank you
-  for your contributions.
-
-# Comment to post when closing a stale Issue or Pull Request. Set to `false` to disable
-closeComment: false
-
-# Limit to only `issues` or `pulls`
-# only: issues
diff --git a/.github/workflows/ci 2.yaml b/.github/workflows/ci 2.yaml
deleted file mode 100644
index e884bcefcc..0000000000
--- a/.github/workflows/ci 2.yaml	
+++ /dev/null
@@ -1,18 +0,0 @@
-on:
-  push:
-  pull_request:
-    types: [opened, synchronize]
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    name: script/cibuild
-    steps:
-      - uses: actions/checkout@v2
-      - uses: ruby/setup-ruby@v1
-        with:
-          ruby-version: 2.6.10
-          bundler-cache: true
-      - name: build
-        run: script/bootstrap
-      - name: test
-        run: script/cibuild
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
deleted file mode 100644
index a4664ff456..0000000000
--- a/.github/workflows/ci.yaml
+++ /dev/null
@@ -1,24 +0,0 @@
-on: push
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    name: script/cibuild
-    steps:
-      - uses: actions/checkout@v2
-      
-      - name: Set up Ruby
-        uses: ruby/setup-ruby@v1
-        with:
-          ruby-version: '2.6.10' # Or another version that suits your project
-      
-      # Optional: Include this step if your project requires Node.js
-      - name: Set up Node.js
-        uses: actions/setup-node@v2
-        with:
-          node-version: '16' # Use the latest stable version of Node.js
-
-      - name: build
-        run: script/bootstrap
-
-      - name: test
-        run: script/cibuild
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Cache/b7/9606fb3afea5bd1609ed40b622142f1c98125abcfe89a76a661b0e8e343910 b/.jekyll-cache/Jekyll/Cache/Jekyll--Cache/b7/9606fb3afea5bd1609ed40b622142f1c98125abcfe89a76a661b0e8e343910
deleted file mode 100644
index b9f7744c68..0000000000
--- a/.jekyll-cache/Jekyll/Cache/Jekyll--Cache/b7/9606fb3afea5bd1609ed40b622142f1c98125abcfe89a76a661b0e8e343910
+++ /dev/null
@@ -1 +0,0 @@
-I"B{"title"=>"Elona Shatri", "logo"=>"/assets/img/image.png", "description"=>"Personal Website", "google_analytics"=>nil, "theme"=>"jekyll-theme-minimal", "source"=>"/Users/elonashatri/Documents/GitHub/elonashatri.github.io", "destination"=>"/Users/elonashatri/Documents/GitHub/elonashatri.github.io/_site", "collections_dir"=>"", "cache_dir"=>".jekyll-cache", "plugins_dir"=>"_plugins", "layouts_dir"=>"_layouts", "data_dir"=>"_data", "includes_dir"=>"_includes", "collections"=>{"posts"=>{"output"=>true, "permalink"=>"/:categories/:year/:month/:day/:title:output_ext"}}, "safe"=>false, "include"=>[".htaccess"], "exclude"=>[".sass-cache", ".jekyll-cache", "gemfiles", "Gemfile", "Gemfile.lock", "node_modules", "vendor/bundle/", "vendor/cache/", "vendor/gems/", "vendor/ruby/"], "keep_files"=>[".git", ".svn"], "encoding"=>"utf-8", "markdown_ext"=>"markdown,mkdown,mkdn,mkd,md", "strict_front_matter"=>false, "show_drafts"=>nil, "limit_posts"=>0, "future"=>false, "unpublished"=>false, "whitelist"=>[], "plugins"=>[], "markdown"=>"kramdown", "highlighter"=>"rouge", "lsi"=>false, "excerpt_separator"=>"\n\n", "incremental"=>false, "detach"=>false, "port"=>"4000", "host"=>"127.0.0.1", "baseurl"=>nil, "show_dir_listing"=>false, "permalink"=>"date", "paginate_path"=>"/page:num", "timezone"=>nil, "quiet"=>false, "verbose"=>false, "defaults"=>[], "liquid"=>{"error_mode"=>"warn", "strict_filters"=>false, "strict_variables"=>false}, "kramdown"=>{"auto_ids"=>true, "toc_levels"=>[1, 2, 3, 4, 5, 6], "entity_output"=>"as_char", "smart_quotes"=>"lsquo,rsquo,ldquo,rdquo", "input"=>"GFM", "hard_wrap"=>false, "guess_lang"=>true, "footnote_nr"=>1, "show_warnings"=>false, "syntax_highlighter"=>"rouge", "syntax_highlighter_opts"=>{:default_lang=>"plaintext", :guess_lang=>true}, "coderay"=>{}}, "livereload_port"=>35729, "serving"=>true, "watch"=>true, "url"=>nil}:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/02/aac12a9692bec016330c580f9f70d3c393ceb25bd7393d77baf66bc3c7926f b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/02/aac12a9692bec016330c580f9f70d3c393ceb25bd7393d77baf66bc3c7926f
deleted file mode 100644
index 2fbf8fbfeb..0000000000
--- a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/02/aac12a9692bec016330c580f9f70d3c393ceb25bd7393d77baf66bc3c7926f
+++ /dev/null
@@ -1,2257 +0,0 @@
-I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th> </th>
-        <th> </th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I";
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"0
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information. Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs. Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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+++ /dev/null
@@ -1,2143 +0,0 @@
-I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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--- a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/16/de5dc2c97511c23c5e76d91b74d9c326e8b899b1f5a0a3dbbc5b94a9ef98d4
+++ /dev/null
@@ -1,100 +0,0 @@
-I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"4
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"2g<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<table>
-  <thead>
-    <tr>
-      <th style="text-align: left">head1</th>
-      <th style="text-align: left">head two</th>
-      <th style="text-align: left">three</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good swedish fish</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">out of stock</td>
-      <td style="text-align: left">good and plenty</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
-      <td style="text-align: left">hmm</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
-      <td style="text-align: left">yumm</td>
-    </tr>
-  </tbody>
-</table>
-
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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@@ -1,2163 +0,0 @@
-I"-
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<h2 id="#OMR-metadata"> OMR metadata </h2>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,2167 +0,0 @@
-I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li><a href="dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#combining">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="#preparation">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="#publication">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="#managment">Long-term Management</a></h2>
-
-<hr />
-
-<hr />
-
-<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a id="dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a id="MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="collection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="-data-preparation-and-analysis-"><a id="preparation"> Data Preparation and analysis </a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="-publication-and-sharing-"><a id="publication"> Publication and Sharing </a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="-long-term-management-"><a id="managment"> Long-term Management </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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+++ /dev/null
@@ -1,141 +0,0 @@
-I"#<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-
-<p><img src="/assets/img/timesig.png" alt="timesig" /></p>
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p>Time signatures</p>
-
-<pre>
-  <code class="XML">
-        <Node>
-        <Id>511</Id>
-        <ClassName>timeSig4</ClassName>
-        <Top>467</Top>
-        <Left>828</Left>
-        <Width>36</Width>   
-        <Height>42</Height>
-        <Mask>0:11 1:16 0:20 1:16 0:20 1:15 
-        ...
-        0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-        <Data>
-        <DataItem key="dorico_event_id" type="int">-1</DataItem>
-        <DataItem key="time_signature_description" type="str" />
-        </Data>
-        &lt;/Node&gt;
-  &lt;/code&gt;
-&lt;/pre&gt;
-
-
-![staffline](/assets/img/staff-line.png)
-
-
-
-<a href="#Images-of-scores"> OMR metadata </a> 
-
-Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. 
-
-<a href="#MIDI"> MIDI </a> 
-
-MIDI files are exported directly from Dorico. 
-
-
-<a href="#MEI"> Music Encoding Initiative (MEI) </a>
-
-
-## <a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a>
-
-
-
-
-
-[back](./)
-</Mask></Node></code></pre>
-:ET
\ No newline at end of file
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-I",
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<h2 id="OMR-metadata"> OMR metadata </h2>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"X�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"2
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID.</p>
-
-<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,283 +0,0 @@
-I"1g<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<table>
-  <thead>
-    <tr>
-      <th style="text-align: left">head1</th>
-      <th style="text-align: left">head two</th>
-      <th style="text-align: left">three</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good swedish fish</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">out of stock</td>
-      <td style="text-align: left">good and plenty</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
-      <td style="text-align: left">hmm</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
-      <td style="text-align: left">yumm</td>
-    </tr>
-  </tbody>
-</table>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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+++ /dev/null
@@ -1,117 +0,0 @@
-I"�!<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-
-<p><img src="/assets/img/timesig.png" alt="timesig" /></p>
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p>Time signatures</p>
-
-<pre>
-  <code class="XML">
-    puts "hello"
-  </code>
-</pre>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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+++ /dev/null
@@ -1,287 +0,0 @@
-I"rg<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<p><a href="./table-test.html">DoReMi table</a></p>
-
-<p>nil</p>
-
-<table>
-  <thead>
-    <tr>
-      <th style="text-align: left">head1</th>
-      <th style="text-align: left">head two</th>
-      <th style="text-align: left">three</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good swedish fish</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">out of stock</td>
-      <td style="text-align: left">good and plenty</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
-      <td style="text-align: left">hmm</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
-      <td style="text-align: left">yumm</td>
-    </tr>
-  </tbody>
-</table>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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+++ /dev/null
@@ -1,2088 +0,0 @@
-I"/�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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-I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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+++ /dev/null
@@ -1,79 +0,0 @@
-I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Octocat" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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--- a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/53/88e42fbd4513d4b67e79a05fc934a10f78c2698b51ad34ab57dd6b4166e782
+++ /dev/null
@@ -1,90 +0,0 @@
-I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/54/92b91dee44b9805a5df9c4146cfe27ca56f191eb5741c26544612284dac103 b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/54/92b91dee44b9805a5df9c4146cfe27ca56f191eb5741c26544612284dac103
deleted file mode 100644
index c29b1db55d..0000000000
--- a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/54/92b91dee44b9805a5df9c4146cfe27ca56f191eb5741c26544612284dac103
+++ /dev/null
@@ -1,2097 +0,0 @@
-I"X�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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-I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,2088 +0,0 @@
-I"t�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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@@ -1,104 +0,0 @@
-I"	!<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5b/e71ead88d1c75db6576417e880a0f03452c055ab1d08f03ab59fa675a8ab55 b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5b/e71ead88d1c75db6576417e880a0f03452c055ab1d08f03ab59fa675a8ab55
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+++ /dev/null
@@ -1,3 +0,0 @@
-I"
-<p>nil</p>
-:EF
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5f/7b8820bae2fb259e8d05a443851de1e4fac220c85526a39283cc388d827b6c b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5f/7b8820bae2fb259e8d05a443851de1e4fac220c85526a39283cc388d827b6c
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--- a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/5f/7b8820bae2fb259e8d05a443851de1e4fac220c85526a39283cc388d827b6c
+++ /dev/null
@@ -1,2088 +0,0 @@
-I"`�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,79 +0,0 @@
-I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-test" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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+++ /dev/null
@@ -1,2163 +0,0 @@
-I"U
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li><a href="dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a id="dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,2163 +0,0 @@
-I"1
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,99 +0,0 @@
-I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID.</p>
-
-<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.
-  <img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"~<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<div class="table-wrapper">
-  <p>|Class| Frequency| dorico_event_id| clef_type| clef_hotspot| lef_required_stave_lines| clef_stave_position| staff_id| dorico_event_ids| grace_note| duration_beats| onset_beats| pitch_octave| midi_pitch_code| normalized_pitch_step| time_signature_description| | | text|
-|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|—|
-|accidentalDoubleFlat| 244| | | | | | x| | | | | | | | | | | |
-|accidentalDoubleSharp| 330| | | | | | x| | | | | | | | | | | |
-|accidentalFlat| 12705| | | | | | x| | | | | | | | | | | |
-|accidentalKomaFlat| 5| | | | | | x| | | | | | | | | | | |
-|accidentalKomaSharp| 5| | | | | | x| | | | | | | | | | | |
-|accidentalNatural| 11137| | | | | | x| | | | | | | | | | | |
-|accidentalQuarterToneFlatStein| 162| | | | | | x| | | | | | | | | | | |
-|accidentalQuarterToneSharpStein| 191| | | | | | x| | | | | | | | | | | |
-|accidentalSharp| 12908| | | | | | x| | | | | | | | | | | |
-|accidentalThreeQuarterTonesFlatZimmermann| 1| | | | | | x| | | | | | | | | | | |
-|accidentalThreeQuarterTonesSharpStein| 27| | | | | | x| | | | | | | | | | | |
-|accidentalTripleFlat| 1| | | | | | x| | | | | | | | | | | |
-|accidentalTripleSharp| 1| | | | | | x| | | | | | | | | | | |
-|articAccentAbove| 1477| | | | | | x| | | | | | | | | | | |
-|articAccentBelow| 1916| | | | | | x| | | | | | | | | | | |
-|articMarcatoAbove| 278| | | | | | x| | | | | | | | | | | |
-|articMarcatoBelow| 34| | | | | | x| | | | | | | | | | | |
-|articStaccatissimoAbove| 536| | | | | | x| | | | | | | | | | | |
-|articStaccatissimoBelow| 414| | | | | | x| | | | | | | | | | | |
-|articStaccatoAbove| 5018| | | | | | x| | | | | | | | | | | |
-|articStaccatoBelow| 6108| | | | | | x| | | | | | | | | | | |
-|articTenutoAbove| 823| | | | | | x| | | | | | | | | | | |
-|articTenutoBelow| 735| | | | | | x| | | | | | | | | | | |
-|augmentationDot| 2762| | | | | | | | | | | | | | | | | |
-|barline| 28142| | | | | | | | | | | | | | | | | |
-|beam| 52539| | | | | | x| x| | | | | | | | | | |
-|cClef| 1161| x| x| x| x| x| x| | | | | | | | | | | |
-|dynamicFF| 242| | | | | | x| | | | | | | | | | | |
-|dynamicFFF| 88| | | | | | x| | | | | | | | | | | |
-|dynamicFFFF| 4| | | | | | x| | | | | | | | | | | |
-|dynamicForte| 777| | | | | | x| | | | | | | | | | | |
-|dynamicFortePiano| 60| | | | | | x| | | | | | | | | | | |
-|dynamicForzando| 35| | | | | | x| | | | | | | | | | | |
-|dynamicMF| 1803| | | | | | x| | | | | | | | | | | |
-|dynamicMP| 185| | | | | | x| | | | | | | | | | | |
-|dynamicPiano| 3987| | | | | | x| | | | | | | | | | | |
-|dynamicPP| 1807| | | | | | x| | | | | | | | | | | |
-|dynamicPPP| 93| | | | | | x| | | | | | | | | | | |
-|dynamicPPPP| 13| | | | | | x| | | | | | | | | | | |
-|dynamicRinforzando2| 5| | | | | | x| | | | | | | | | | | |
-|dynamicSforzato| 236| | | | | | x| | | | | | | | | | | |
-|dynamicSforzatoFF| 6| | | | | | x| | | | | | | | | | | |
-|dynamicText| 110| | | | | | x| | | | | | | | | | | x|
-|fClef| 3543| x| x| x| x| x| x| | | | | | | | | | | |
-|flag16thDown| 430| | | | | | x| | x| | | | | | | | | |
-|flag16thUp| 18245| | | | | | x| | x| | | | | | | | | |
-|flag32ndDown| 31| | | | | | x| | x| | | | | | | | | |
-|flag32ndUp| 7264| | | | | | x| | x| | | | | | | | | |
-|flag64thUp| 10| | | | | | x| | x| | | | | | | | | |
-|flag8thDown| 3672| | | | | | x| | x| | | | | | | | | |
-|flag8thUp| 8113| | | | | | x| | x| | | | | | | | | |
-|gClef| 12278| x| x| x| x| x| x| | | | | | | | | | | |
-|gradualDynamic| 7084| | | | | | x| | | | | | | | | | | |
-|kStaffLine| 160426| | | | | | x| | | | | | | | | | | |
-|mensuralNoteheadMinimaWhite| 9| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadBlack| 247741| x| | | | | x| | x| x| x| x| x| x| | | | |
-|noteheadDiamondWhole| 8| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadDoubleWholeSquare| 3| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadHalf| 8648| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadTriangleUpBlack| 27| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadTriangleUpHalf| 3| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadWhole| 1502| x| | | | | x| | | x| x| x| x| x| | | | |
-|noteheadXBlack| 81| x| | | | | x| | | x| x| x| x| x| | | | |
-|ornamentMordent| 7| x| | | | | x| | | | | | | | | | | |
-|ornamentTrill| 58| x| | | | | x| | | | | | | | | | | |
-|ornamentTurn| 6| x| | | | | x| | | | | | | | | | | |
-|rest| 4| | | | | | | | | | | | | | | | | |
-|rest16th| 29411| | | | | | | | | | | | | | | | | |
-|rest32nd| 10218| | | | | | | | | | | | | | | | | |
-|rest64th| 4| | | | | | | | | | | | | | | | | |
-|rest8th| 24124| | | | | | | | | | | | | | | | | |
-|restHalf| 1376| | | | | | | | | | | | | | | | | |
-|restQuarter| 13223| | | | | | | | | | | | | | | | | |
-|restWhole| 14382| | | | | | | | | | | | | | | | | |
-|slur| 13928| x| | | | | x| | | | | | | | | | | |
-|stem| 227889| | | | | | x| | | | | | | | | | | |
-|systemicBarline| 2078| | | | | | | | | | | | | | | | | |
-|tie| 8626| x| | | | | x| | | | | | | | | | | |
-|timeSig1| 2| x| | | | | x| | | | | | | | x| | | |
-|timeSig2| 1084| x| | | | | x| | | | | | | | x| | | |
-|timeSig3| 1203| x| | | | | x| | | | | | | | x| | | |
-|timeSig4| 2674| x| | | | | x| | | | | | | | x| | | |
-|timeSig5| 507| x| | | | | x| | | | | | | | x| | | |
-|timeSig6| 246| x| | | | | x| | | | | | | | x| | | |
-|timeSig7| 125| x| | | | | x| | | | | | | | x| | | |
-|timeSig8| 1661| x| | | | | x| | | | | | | | x| | | |
-|timeSig9| 79| x| | | | | x| | | | | | | | x| | | |
-|timeSigCommon| 206| x| | | | | x| | | | | | | | x| | | |
-|timeSigCutCommon| 113| x| | | | | x| | | | | | | | x| | | |
-|timeSignatureComponent| 443| x| | | | | x| | | | | | | | x| | | |
-|tupletBracket| 4970| x| | | | | x| | | | | | | | | | | |
-|tupletText| 4900| x| | | | | x| | | | | | | | | | | x|
-|unpitchedPercussionClef1| 223| x| x| x| x| x| x| | | | | | | | | | | |
-|wiggleTrill| 45| x| | | | | x| | | | | | | | | | | |</p>
-</div>
-
-<table>
-  <thead>
-    <tr>
-      <th style="text-align: left">head1</th>
-      <th style="text-align: left">head two</th>
-      <th style="text-align: left">three</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good swedish fish</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">out of stock</td>
-      <td style="text-align: left">good and plenty</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
-      <td style="text-align: left">hmm</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
-      <td style="text-align: left">yumm</td>
-    </tr>
-  </tbody>
-</table>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>\color{white} Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th> </th>
-        <th> </th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"p<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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+++ /dev/null
@@ -1,2092 +0,0 @@
-I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"R
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li><a href="dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a id="dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a id="MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>} Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th> </th>
-        <th> </th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�^<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<p><a href="./">back</a></p>
-:ET
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-I"<p>Elona Shatri</p>
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-I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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+++ /dev/null
@@ -1,107 +0,0 @@
-I"L!<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.
-<br /></p>
-
-<p><img src="/assets/img/timesig.png" alt="timesig" /></p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
diff --git a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/98/8dc892f5b5c625316a0baec68f6d14dcc9d415b287afbe0f5c03dc847049f1 b/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/98/8dc892f5b5c625316a0baec68f6d14dcc9d415b287afbe0f5c03dc847049f1
deleted file mode 100644
index c1669d8d46..0000000000
--- a/.jekyll-cache/Jekyll/Cache/Jekyll--Converters--Markdown/98/8dc892f5b5c625316a0baec68f6d14dcc9d415b287afbe0f5c03dc847049f1
+++ /dev/null
@@ -1,2086 +0,0 @@
-I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"v1<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"X
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�&<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,2161 +0,0 @@
-I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,2141 +0,0 @@
-I"[
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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+++ /dev/null
@@ -1,285 +0,0 @@
-I"fg<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<p><a href="./table-test.html">DoReMi table</a></p>
-
-<table>
-  <thead>
-    <tr>
-      <th style="text-align: left">head1</th>
-      <th style="text-align: left">head two</th>
-      <th style="text-align: left">three</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good swedish fish</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">out of stock</td>
-      <td style="text-align: left">good and plenty</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
-      <td style="text-align: left">hmm</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
-      <td style="text-align: left">yumm</td>
-    </tr>
-  </tbody>
-</table>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"L
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li><a href="dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a id="dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a id="MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"gU<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"V
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li><a href="dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#combining">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a id="dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a id="MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"+�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"%
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,85 +0,0 @@
-I"s<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�b<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,128 +0,0 @@
-I"�&<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-
-<p><img src="/assets/img/timesig.png" alt="timesig" /></p>
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p>Time signatures</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,2163 +0,0 @@
-I"4
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a name="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I":�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p><img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are also exported directly from Dorico. To enhance compatibility between different MIDI sequencing and music notation programs, even those running on different operating systems, the MIDI standard defines a specification for the Standard MIDI File. This type of file (usually having the file extension “.mid”) represents multi-track sequences, complete with patch selections, notes, pitch bend, and other controls. DoReMi includes the respective MIDI files for each one of the Dorico projects. This is aimed to help with generating MIDI replayble files with OMR.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"Pc<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"2<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p><img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"X
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li><a href="dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"<p>Personal Website</p>
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-I" �<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<table>
-  <thead>
-    <tr>
-      <th>Class</th>
-      <th>Frequency</th>
-      <th>dorico_event_id</th>
-      <th>clef_type</th>
-      <th>clef_hotspot</th>
-      <th>lef_required_stave_lines</th>
-      <th>clef_stave_position</th>
-      <th>staff_id</th>
-      <th>dorico_event_ids</th>
-      <th>grace_note</th>
-      <th>duration_beats</th>
-      <th>onset_beats</th>
-      <th>pitch_octave</th>
-      <th>midi_pitch_code</th>
-      <th>normalized_pitch_step</th>
-      <th>time_signature_description</th>
-      <th> </th>
-      <th> </th>
-      <th>text</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td>accidentalDoubleFlat</td>
-      <td>244</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalDoubleSharp</td>
-      <td>330</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalFlat</td>
-      <td>12705</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalKomaFlat</td>
-      <td>5</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalKomaSharp</td>
-      <td>5</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalNatural</td>
-      <td>11137</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalQuarterToneFlatStein</td>
-      <td>162</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalQuarterToneSharpStein</td>
-      <td>191</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalSharp</td>
-      <td>12908</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-      <td>1</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalThreeQuarterTonesSharpStein</td>
-      <td>27</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalTripleFlat</td>
-      <td>1</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>accidentalTripleSharp</td>
-      <td>1</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articAccentAbove</td>
-      <td>1477</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articAccentBelow</td>
-      <td>1916</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articMarcatoAbove</td>
-      <td>278</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articMarcatoBelow</td>
-      <td>34</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articStaccatissimoAbove</td>
-      <td>536</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articStaccatissimoBelow</td>
-      <td>414</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articStaccatoAbove</td>
-      <td>5018</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articStaccatoBelow</td>
-      <td>6108</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articTenutoAbove</td>
-      <td>823</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>articTenutoBelow</td>
-      <td>735</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>augmentationDot</td>
-      <td>2762</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>barline</td>
-      <td>28142</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>beam</td>
-      <td>52539</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>cClef</td>
-      <td>1161</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicFF</td>
-      <td>242</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicFFF</td>
-      <td>88</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicFFFF</td>
-      <td>4</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicForte</td>
-      <td>777</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicFortePiano</td>
-      <td>60</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicForzando</td>
-      <td>35</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicMF</td>
-      <td>1803</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicMP</td>
-      <td>185</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicPiano</td>
-      <td>3987</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicPP</td>
-      <td>1807</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicPPP</td>
-      <td>93</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicPPPP</td>
-      <td>13</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicRinforzando2</td>
-      <td>5</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicSforzato</td>
-      <td>236</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicSforzatoFF</td>
-      <td>6</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>dynamicText</td>
-      <td>110</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-    </tr>
-    <tr>
-      <td>fClef</td>
-      <td>3543</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>flag16thDown</td>
-      <td>430</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>flag16thUp</td>
-      <td>18245</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>flag32ndDown</td>
-      <td>31</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>flag32ndUp</td>
-      <td>7264</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>flag64thUp</td>
-      <td>10</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>flag8thDown</td>
-      <td>3672</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>flag8thUp</td>
-      <td>8113</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>gClef</td>
-      <td>12278</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>gradualDynamic</td>
-      <td>7084</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>kStaffLine</td>
-      <td>160426</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>mensuralNoteheadMinimaWhite</td>
-      <td>9</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>noteheadBlack</td>
-      <td>247741</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>noteheadDiamondWhole</td>
-      <td>8</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>noteheadDoubleWholeSquare</td>
-      <td>3</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>noteheadHalf</td>
-      <td>8648</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>noteheadTriangleUpBlack</td>
-      <td>27</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>noteheadTriangleUpHalf</td>
-      <td>3</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>noteheadWhole</td>
-      <td>1502</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>noteheadXBlack</td>
-      <td>81</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>ornamentMordent</td>
-      <td>7</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>ornamentTrill</td>
-      <td>58</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>ornamentTurn</td>
-      <td>6</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>rest</td>
-      <td>4</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>rest16th</td>
-      <td>29411</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>rest32nd</td>
-      <td>10218</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>rest64th</td>
-      <td>4</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>rest8th</td>
-      <td>24124</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>restHalf</td>
-      <td>1376</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>restQuarter</td>
-      <td>13223</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>restWhole</td>
-      <td>14382</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>slur</td>
-      <td>13928</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>stem</td>
-      <td>227889</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>systemicBarline</td>
-      <td>2078</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>tie</td>
-      <td>8626</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSig1</td>
-      <td>2</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSig2</td>
-      <td>1084</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSig3</td>
-      <td>1203</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSig4</td>
-      <td>2674</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSig5</td>
-      <td>507</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSig6</td>
-      <td>246</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSig7</td>
-      <td>125</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSig8</td>
-      <td>1661</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSig9</td>
-      <td>79</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSigCommon</td>
-      <td>206</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSigCutCommon</td>
-      <td>113</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>timeSignatureComponent</td>
-      <td>443</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>tupletBracket</td>
-      <td>4970</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>tupletText</td>
-      <td>4900</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-    </tr>
-    <tr>
-      <td>unpitchedPercussionClef1</td>
-      <td>223</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-    <tr>
-      <td>wiggleTrill</td>
-      <td>45</td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td>x</td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-      <td> </td>
-    </tr>
-  </tbody>
-</table>
-
-<table>
-  <thead>
-    <tr>
-      <th style="text-align: left">head1</th>
-      <th style="text-align: left">head two</th>
-      <th style="text-align: left">three</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good swedish fish</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">out of stock</td>
-      <td style="text-align: left">good and plenty</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
-      <td style="text-align: left">hmm</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
-      <td style="text-align: left">yumm</td>
-    </tr>
-  </tbody>
-</table>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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-I"j
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/Users/elonashatri/Documents/GitHub/elonashatri.github.io/assets/img/Dorico_Logo.png" alt="Dorico-test" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"3
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"x
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li><a href="dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#combining">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="#preparation">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="#publication">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="#managment">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a id="dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a id="MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="comllection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"
!<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br />
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"�

<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th> </th>
-        <th> </th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<table>
-  <thead>
-    <tr>
-      <th style="text-align: left">head1</th>
-      <th style="text-align: left">head two</th>
-      <th style="text-align: left">three</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good swedish fish</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">out of stock</td>
-      <td style="text-align: left">good and plenty</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
-      <td style="text-align: left">hmm</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
-      <td style="text-align: left">yumm</td>
-    </tr>
-  </tbody>
-</table>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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@@ -1,2257 +0,0 @@
-I"�<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th> </th>
-        <th> </th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>\color{black} wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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@@ -1,2163 +0,0 @@
-I"�
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li><a href="dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#combining">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="#collection">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="#preparation">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="#publication">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="#managment">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a id="discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a id="Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a id="dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a id="MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a id="MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a id="combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="-initial-data-collection-"><a id="collection"> Initial Data Collection </a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="-data-preparation-and-analysis-"><a id="preparation"> Data Preparation and analysis </a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="-publication-and-sharing-"><a id="publication"> Publication and Sharing </a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="-long-term-management-"><a id="managment"> Long-term Management </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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@@ -1,101 +0,0 @@
-I"� <h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br />
- <img src="/assets/img/notehead.png" alt="notehead" /></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<p><img src="/assets/img/clef.png" alt="clef" /></p>
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1) 2. Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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@@ -1,83 +0,0 @@
-I"8<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p><img src="/assets/img/notehead.png" alt="Dorico-project" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
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+++ /dev/null
@@ -1,201 +0,0 @@
-I"tU<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"
-:EF
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@@ -1,78 +0,0 @@
-I"m<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-test" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>This is definitely one of the most useful data in the dataset. Dorico engineers were able to mix metadata and musical information in order to retrieve these files. The two main data types included in these files are the bounding boxes information and the pixel mask for the individual objects and the musical information. Musical information includes duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id.</p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,165 +0,0 @@
-I"8D<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<p><img src="/assets/img/musicXML.png" alt="MusicXML-example" /></p>
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<p><img src="/assets/img/unparsed-xml.png" alt="unparsed-xml" /></p>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<p><img src="/assets/img/staff-line.png" alt="staffline" /></p>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"+
<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between <a href="https://new.steinberg.net/dorico/">Steinberg’s Dorico</a> team and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team. This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><img src="/assets/img/Dorico-soft.png" alt="Dorico-soft" /></p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a id="OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box.</p>
-
-<p>In words, each file can have data on more than one page, if that is the case, an id is assigned to each page. Each page can have multiple nodes. Nodes are the individual elements or objects in the score, for instance, stem, staff lines, blackhead, whole note, augmentation dot and so on. Each object or node is assigned an id. This node will now have the bounding box information which includes top, left, width and height. The top is the distance from the top of the page to the point where the object starts (vertically). Left is the distance from the left of the page to the point where the object starts (horizontally). Height is the distance from top to where the object ends (vertically). Width is the distance from the left point to the rightest point where the object ends (horizontally). 
-<img src="/assets/img/bbox.png" alt="bbox" /></p>
-
-<p>Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A detailed <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a id="Images-of-scores"> Images of scores </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below. All these images are binarised and ready to use.</p>
-
-<p><img src="/assets/img/Bartok%20-%20String%20Quartet%205%20mvt%203-034.png" alt="clef" /></p>
-
-<p><a id="MIDI"> MIDI </a></p>
-
-<p>MIDI (Musical Instrument Digital Interface) standard file provides a standardized file format way for music sequences to be saved, transported, and opened in other systems. They are characterised by their compact size which led to their widespread use in computers. They are intended for universal use and have information such as note values, timing and track name. We want to include such files in our dataset since MIDI is one of the end file formats retrieved from some OMR architecture. We believe that it is essential to include such files that could later on may be used for multi-modal learning in OMR as well.</p>
-
-<p><img src="/assets/img/dorico-midi.png" alt="Dorico-midi" /></p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<p>Except for MusicXML for we go one step further to also providing its respective <a href="https://music-encoding.org/">Music Encoding Initiative (MEI)</a> files. The model underlying MEI recognizes four distinct aspects of music notation: logical; gestural; visual; and analytical. The logical domain includes the musical content or structure including pitches, time values, articulations, dynamics, and all other elements—defined as the symbols that communicate the composer’s intentions. The gestural domain relates to a performed interpretation of the logical domain (i.e., it encodes information that may be added by a performer such as explicit realizations of “swing” or rubato). The visual domain describes the contributions of an editor, engraver, or typesetter, and encodes information about the physical appearance of the score, such as symbol locations, page layout, or font. Finally, the analytical domain covers commentary and analysis of the music document in any of the three previous domains.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://relaxng.org/ns/structure/1.0"?&gt;</span>
-<span class="cp">&lt;?xml-model href="https://music-encoding.org/schema/4.0.0/mei-all.rng" type="application/xml" schematypens="http://purl.oclc.org/dsdl/schematron"?&gt;</span>
-<span class="nt">&lt;mei</span> <span class="na">xmlns=</span><span class="s">"http://www.music-encoding.org/ns/mei"</span> <span class="na">meiversion=</span><span class="s">"4.0.0"</span><span class="nt">&gt;</span>
-   <span class="nt">&lt;meiHead&gt;</span>
-      <span class="nt">&lt;fileDesc&gt;</span>
-         <span class="nt">&lt;titleStmt&gt;</span>
-            <span class="nt">&lt;title&gt;</span>beam groups 3<span class="nt">&lt;/title&gt;</span>
-            <span class="nt">&lt;respStmt</span> <span class="nt">/&gt;</span>
-         <span class="nt">&lt;/titleStmt&gt;</span>
-         <span class="nt">&lt;pubStmt&gt;&lt;date</span> <span class="na">isodate=</span><span class="s">"2021-06-14"</span> <span class="na">type=</span><span class="s">"encoding-date"</span><span class="nt">&gt;</span>2021-06-14<span class="nt">&lt;/date&gt;</span>
-         <span class="nt">&lt;/pubStmt&gt;</span>
-      <span class="nt">&lt;/fileDesc&gt;</span>
-      <span class="nt">&lt;encodingDesc</span> <span class="na">xml:id=</span><span class="s">"encodingdesc-0000001420266469"</span><span class="nt">&gt;</span>
-         <span class="nt">&lt;appInfo</span> <span class="na">xml:id=</span><span class="s">"appinfo-0000001827384277"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;application</span> <span class="na">xml:id=</span><span class="s">"application-0000000862295293"</span> <span class="na">isodate=</span><span class="s">"2021-06-14T15:00:01"</span> <span class="na">version=</span><span class="s">"3.5.0-dev-118873d"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;name</span> <span class="na">xml:id=</span><span class="s">"name-0000002103025164"</span><span class="nt">&gt;</span>Verovio<span class="nt">&lt;/name&gt;</span>
-               <span class="nt">&lt;p</span> <span class="na">xml:id=</span><span class="s">"p-0000001992846044"</span><span class="nt">&gt;</span>Transcoded from MusicXML<span class="nt">&lt;/p&gt;</span>
-            <span class="nt">&lt;/application&gt;</span>
-         <span class="nt">&lt;/appInfo&gt;</span>
-      <span class="nt">&lt;/encodingDesc&gt;</span>
-   <span class="nt">&lt;/meiHead&gt;</span>
-   <span class="nt">&lt;music&gt;</span>
-      <span class="nt">&lt;body&gt;</span>
-         <span class="nt">&lt;mdiv</span> <span class="na">xml:id=</span><span class="s">"mdiv-0000001025466895"</span><span class="nt">&gt;</span>
-            <span class="nt">&lt;score</span> <span class="na">xml:id=</span><span class="s">"score-0000001308189520"</span><span class="nt">&gt;</span>
-               <span class="nt">&lt;scoreDef</span> <span class="na">xml:id=</span><span class="s">"scoredef-0000000993314183"</span><span class="nt">&gt;</span>
-                  <span class="nt">&lt;staffGrp</span> <span class="na">xml:id=</span><span class="s">"staffgrp-0000000471437396"</span><span class="nt">&gt;</span>
-                     <span class="nt">&lt;staffDef</span> <span class="na">xml:id=</span><span class="s">"P1"</span> <span class="na">n=</span><span class="s">"1"</span> <span class="na">lines=</span><span class="s">"5"</span> <span class="na">ppq=</span><span class="s">"12"</span><span class="nt">&gt;</span>
-                        <span class="nt">&lt;label</span> <span class="na">xml:id=</span><span class="s">"label-0000000781857015"</span><span class="nt">&gt;</span>P 1<span class="nt">&lt;/label&gt;</span>
-                        <span class="nt">&lt;clef</span> <span class="na">xml:id=</span><span class="s">"clef-0000000149139464"</span> <span class="na">shape=</span><span class="s">"G"</span> <span class="na">line=</span><span class="s">"2"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;keySig</span> <span class="na">xml:id=</span><span class="s">"keysig-0000000931258970"</span> <span class="na">mode=</span><span class="s">"major"</span> <span class="na">sig=</span><span class="s">"0"</span> <span class="nt">/&gt;</span>
-                        <span class="nt">&lt;meterSig</span> <span class="na">xml:id=</span><span class="s">"msig-0000002113427645"</span> <span class="na">count=</span><span class="s">"2"</span> <span class="na">unit=</span><span class="s">"4"</span> <span class="nt">/&gt;</span>
-                     <span class="nt">&lt;/staffDef&gt;</span>
-                  <span class="nt">&lt;/staffGrp&gt;</span>
-               <span class="nt">&lt;/scoreDef&gt;</span>
-...
-      <span class="nt">&lt;/body&gt;</span>
-   <span class="nt">&lt;/music&gt;</span>
-<span class="nt">&lt;/mei&gt;</span>
-</code></pre></div></div>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p>Recently, researchers have been working on bringing their datasets together, namely Muscima++ [4] and DeepScores [9], to improve compatibility. Muscima++ contains handwritten music, while DeepScores is a typeset music dataset, both of which can be used in object detection. Harmonising them aids the goal of creating a reference dataset. With the motivation to support this goal and compare and use these datasets in future experiments, DoReMi is easily harmonised with Muscima++ and DeepScores.</p>
-
-<h2 id="initial-data-collection-1"><a href="">Initial Data Collection</a></h2>
-
-<p>The dataset is derived from scores originally used for testing music notation software. This includes real-world scores in addition to synthetic scores built to test particular engraving use cases.</p>
-
-<p>The process of creating DoReMI using Dorico starts by creating a meta-picture of a single glyph or drawable primitive (slurs, lines, musical symbols) to allow generation of bounding boxes and pixel masks at the origin of the coordinate system y-down \footnote{The origin is in the top-left where the x-axis extends to the right and the y-axis extends downwards}. Rendering them at the origin ensures minimisation of the variations introduced by anti-aliasing artefacts. The vector-based glyph or primitive is then rasterised to a monochrome pixel-based image. Sub-pixel positions might introduce some variations and shifts in the bounding boxes that are relocated to the original drawn positions. However, bounding boxes are accurate enough for all the objects, except for some shift in the staff lines. During rasterisation, some staff lines become thicker than the others, sometimes falling out of the bounding box. Such inconsistencies are easily optically noticed given the even spaced nature of staff lines and can be minimised at the cost of increasing the resolution (DPI). Finally, the images are exported as PNGs.</p>
-
-<p>Dorico has a sophisticated internal representation and engraving engine for musical data at the drawing stage for efficiency. This results in significant challenges in reconnecting the primitives ultimately drawn to their original semantic sources. The addition of higher-level music attributes retrieved from Dorico to the metadata allows for the future use in the music reconstruction stage.
-It is anticipated that we would iterate through the generation process by adding new features that would benefit the recognition score. On a practical level, we made a minor modification to allow for the logical grouping of pages into a single XML file. During data preprocessing, XML files were then separated by page (image).</p>
-
-<h2 id="data-preparation-and-analysis-1"><a href="">Data Preparation and analysis</a></h2>
-
-<p>The number of classes in the dataset is 94 as shown in the image below. 
-<img src="/assets/img/classes.png" alt="classes" /></p>
-
-<h2 id="publication-and-sharing-1"><a href="">Publication and Sharing</a></h2>
-
-<p>The dataset including only copy right free scores is already published in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this github release</a>.</p>
-
-<h2 id="long-term-management-1"><a href="">Long-term Management</a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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@@ -1,2086 +0,0 @@
-I"��<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive <strong>table of what each objet includes for musical features</strong> is shown below. Scroll right for all attributes.</p>
-
-<div class="table-wrapper">
-
-  <table>
-    <thead>
-      <tr>
-        <th>Class</th>
-        <th>Frequency</th>
-        <th>dorico_event_id</th>
-        <th>clef_type</th>
-        <th>clef_hotspot</th>
-        <th>lef_required_stave_lines</th>
-        <th>clef_stave_position</th>
-        <th>staff_id</th>
-        <th>dorico_event_ids</th>
-        <th>grace_note</th>
-        <th>duration_beats</th>
-        <th>onset_beats</th>
-        <th>pitch_octave</th>
-        <th>midi_pitch_code</th>
-        <th>normalized_pitch_step</th>
-        <th>time_signature_description</th>
-        <th>text</th>
-      </tr>
-    </thead>
-    <tbody>
-      <tr>
-        <td>accidentalDoubleFlat</td>
-        <td>244</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalDoubleSharp</td>
-        <td>330</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalFlat</td>
-        <td>12705</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaFlat</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalKomaSharp</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalNatural</td>
-        <td>11137</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneFlatStein</td>
-        <td>162</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalQuarterToneSharpStein</td>
-        <td>191</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalSharp</td>
-        <td>12908</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesFlatZimmermann</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalThreeQuarterTonesSharpStein</td>
-        <td>27</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleFlat</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>accidentalTripleSharp</td>
-        <td>1</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentAbove</td>
-        <td>1477</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articAccentBelow</td>
-        <td>1916</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoAbove</td>
-        <td>278</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articMarcatoBelow</td>
-        <td>34</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoAbove</td>
-        <td>536</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatissimoBelow</td>
-        <td>414</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoAbove</td>
-        <td>5018</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articStaccatoBelow</td>
-        <td>6108</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoAbove</td>
-        <td>823</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>articTenutoBelow</td>
-        <td>735</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>augmentationDot</td>
-        <td>2762</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>barline</td>
-        <td>28142</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>beam</td>
-        <td>52539</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>cClef</td>
-        <td>1161</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFF</td>
-        <td>242</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFF</td>
-        <td>88</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFFFF</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForte</td>
-        <td>777</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicFortePiano</td>
-        <td>60</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicForzando</td>
-        <td>35</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMF</td>
-        <td>1803</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicMP</td>
-        <td>185</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPiano</td>
-        <td>3987</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPP</td>
-        <td>1807</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPP</td>
-        <td>93</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicPPPP</td>
-        <td>13</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicRinforzando2</td>
-        <td>5</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzato</td>
-        <td>236</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicSforzatoFF</td>
-        <td>6</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>dynamicText</td>
-        <td>110</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>fClef</td>
-        <td>3543</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thDown</td>
-        <td>430</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag16thUp</td>
-        <td>18245</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndDown</td>
-        <td>31</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag32ndUp</td>
-        <td>7264</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag64thUp</td>
-        <td>10</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thDown</td>
-        <td>3672</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>flag8thUp</td>
-        <td>8113</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gClef</td>
-        <td>12278</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>gradualDynamic</td>
-        <td>7084</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>kStaffLine</td>
-        <td>160426</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>mensuralNoteheadMinimaWhite</td>
-        <td>9</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadBlack</td>
-        <td>247741</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDiamondWhole</td>
-        <td>8</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadDoubleWholeSquare</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadHalf</td>
-        <td>8648</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpBlack</td>
-        <td>27</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadTriangleUpHalf</td>
-        <td>3</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadWhole</td>
-        <td>1502</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>noteheadXBlack</td>
-        <td>81</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentMordent</td>
-        <td>7</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTrill</td>
-        <td>58</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>ornamentTurn</td>
-        <td>6</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest16th</td>
-        <td>29411</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest32nd</td>
-        <td>10218</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest64th</td>
-        <td>4</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>rest8th</td>
-        <td>24124</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restHalf</td>
-        <td>1376</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restQuarter</td>
-        <td>13223</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>restWhole</td>
-        <td>14382</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>slur</td>
-        <td>13928</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>stem</td>
-        <td>227889</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>systemicBarline</td>
-        <td>2078</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tie</td>
-        <td>8626</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig1</td>
-        <td>2</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig2</td>
-        <td>1084</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig3</td>
-        <td>1203</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig4</td>
-        <td>2674</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig5</td>
-        <td>507</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig6</td>
-        <td>246</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig7</td>
-        <td>125</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig8</td>
-        <td>1661</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSig9</td>
-        <td>79</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCommon</td>
-        <td>206</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSigCutCommon</td>
-        <td>113</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>timeSignatureComponent</td>
-        <td>443</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletBracket</td>
-        <td>4970</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>tupletText</td>
-        <td>4900</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-      </tr>
-      <tr>
-        <td>unpitchedPercussionClef1</td>
-        <td>223</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td>wiggleTrill</td>
-        <td>45</td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td>x</td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-      <tr>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-        <td> </td>
-      </tr>
-    </tbody>
-  </table>
-
-</div>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
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-I"� <ul>
-  <li><a href="www.elonashatri.co.uk">Personal Website</a></li>
-  <li><a href="http://eecs.qmul.ac.uk/profiles/shatrielona-1.html">School Page</a></li>
-  <li><a href="https://medium.com/@e.shatri1">Medium</a></li>
-</ul>
-
-<p>Hello there!</p>
-
-<p>I’m a PhD candidate at the UKRI Centre for Doctoral Training in Artificial Intelligence and Music (AIM). I am part of Centre for Digital Music (C4DM) research group at Queen Mary University of London.</p>
-
-<p>My research interest is mainly Optial Music Recogntion as well as other MIR related subfields. My goal is to have computers read sheet music computationally. I started working in this problem in September 2019 when I was granted the studentship from QMUL and Steinberg GmBH with which we collaborate closely.</p>
-
-<p>My work focuses on how can we bring new machine learning solutions to the field of OMR and achieve an end-to-end solution to the problem.</p>
-
-<p>Optical Music Recognition (OMR) is concerned with digitizing music sheets into a machine-readable format. Being able to compose, transcribe and edit music by means of taking a picture of a music sheet, would put musician?s workload at ease. Such automation would allow musicians to use search-ability and to perform quantitative measures in the musical pieces. This problem comes down to a simple, how can computers be made to read music. The output to this process being a machine-readable file such as MIDI, MusicXML, MEI files. The objective is outputting semantic mark-up identifying as many notational elements as possible, along with the relationship to their position in the original image.</p>
-
-<p>Prior solutions have used algorithmic approaches and have involved layers of algorithmic rules applied to traditional feature detection techniques such as edge detection. One of the approaches we want to further investigate is using deep neural networks to solve the problem. Before going into this step another very important processing should be performed, that is, tackling the quality of the input picture of the music sheet. Image preprocessing steps are to be taken which will later help in the training step.</p>
-
-<p>An OMR pipeline should be able to capture the right position and the relationships between two notes and its distinctive features. Pacha et al. (2018) proposed an end-to-end trainable object detector that can detect almost the full vocabulary of modern music notation in handwritten scores. Using deep convolutional networks in a dataset with symbol-level notations they achieve a mean average precision up to 80 %.</p>
-
-<p>The OMR pipeline has four main blocks, and we want to tackle them one by one, using a deep learning technique and compare to the already existing techniques. If the DL techniques show improvements, then an end-to-end network is the final goal of our work. Since the existing datasets do not offer enough classes and data, the first step for use would be data augmentation. This will be done using the digitized musical sheets from music notation software Dorico, having this way a ground truth. These sheets will be subject to image degradation techniques, using the depredated images as inputs in our pipeline. The next step would be designing the methodology for object recognition and reconstruction using the deep neural network approach.</p>
-
-<h2 id="doremi-dataset"><a href="./doremi-dataset.html">DoReMi Dataset</a></h2>
-<p>We recently published our DoReMi dataset at the <a href="https://sites.google.com/view/worms2021/home">3rd International Workshop on Reading Music Systems 2021</a>. We made our dataset available in <a href="https://github.com/steinbergmedia/DoReMi/releases/tag/v1.0">this page</a> open for anyone to use it, experiment with it and maybe suggesting new ways to represent these data.</p>
-
-<p>Documentation is also availabe in the same repository of the data release.</p>
-
-<h2 id="papers">Papers</h2>
-
-<ul>
-  <li><a href="https://www.tenor-conference.org/proceedings/2020/23_Shatri_tenor20.pdf">Optical Music Recogntion: State of the Art and Major Challenges at TENOR2020-2021</a></li>
-  <li><a href="https://sites.google.com/view/worms2021/home">DoReMi: First glance at a universal OMR dataset - WoRMS2021</a></li>
-</ul>
-
-<h2 id="blogposts">Blogposts</h2>
-
-<ul>
-  <li><a href="https://towardsdatascience.com/what-is-optical-music-recognition-6515d8a53e01">What is Optical Music Recognition?</a></li>
-  <li><a href="https://medium.com/analytics-vidhya/a-review-on-super-resolution-2c78cd77885a">A review on Super-Resolution</a></li>
-  <li><a href="https://towardsdatascience.com/a-review-of-generative-adversarial-networks-9af21e94bda4">A review of Generative Adversarial Networks</a></li>
-  <li><a href="https://towardsdatascience.com/optical-music-recognition-state-of-the-art-and-major-challenges-aa100923c78d">Optical Music Recognition: State of the Art and Major Challenges</a></li>
-</ul>
-
-<h2 id="teaching">Teaching</h2>
-
-<h3 id="machine-learning-postgraduate-2020">Machine Learning (Postgraduate) 2020</h3>
-<p>The aim of the module is to give students an understanding of machine learning methods, including pattern recognition, clustering and neural networks, and to allow them to apply such methods in a range of areas.</p>
-
-<h3 id="machine-learning-for-visual-data-analysis-postgraduate-2021">Machine Learning for Visual Data Analysis (Postgraduate) 2021</h3>
-<p>The module will cover the following topics: The Discrete Fourier Transform and the frequency content of images. The design and use of Gabor filters. Principal Component Analysis for denoising and compression. Unsupervised classification via feature space clustering. Texture segmentation with Gabor filters.</p>
-
-<h3 id="rmri-research-methods-and-responsible-methods-postgraduate-2020">RMRI Research Methods and Responsible Methods (Postgraduate) 2020</h3>
-
-<p>This module will teach generic high-level research and transferable skills applicable to pure and applied research in computer science and engineering. The module fosters the development of practical understanding of established approaches, methods and techniques of research; conceptual understanding that enables critical and rigorous evaluation of research; ability to communicate ideas and conclusions logically and fluently in both written and oral contexts.</p>
-
-<h2 id="affiliations">Affiliations</h2>
-
-<ul>
-  <li><a href="https://aim.qmul.ac.uk/">UKRI Centre for Doctoral Training in Artificial Intelligence and Music</a></li>
-  <li><a href="http://c4dm.eecs.qmul.ac.uk/">Centre for Digital Msusic</a></li>
-  <li><a href="http://cis.eecs.qmul.ac.uk/">Centre for Intelligent Sensing</a></li>
-  <li><a href="https://www.steinberg.net/en/home.html">Steinberg</a></li>
-</ul>
-
-<h2 id="education">Education</h2>
-
-<ul>
-  <li>
-    <p>2019 - Currently Ph.D. on Optical Music Recognition - Queen Mary University of London</p>
-  </li>
-  <li>
-    <p>2017 - 2019 MSc in Information Systems and Applications - National Tsing Hua University</p>
-  </li>
-  <li>
-    <p>2013 - 2017 BSc in Telecommunications: Faculty of Electrical and Computer Engineering, University of Prishtina</p>
-  </li>
-</ul>
-
-<!-- ##### Header 5
-
-1.  This is an ordered list following a header.
-2.  This is an ordered list following a header.
-3.  This is an ordered list following a header.
-
-###### Header 6
-
-| head1        | head two          | three |
-|:-------------|:------------------|:------|
-| ok           | good swedish fish | nice  |
-| out of stock | good and plenty   | nice  |
-| ok           | good `oreos`      | hmm   |
-| ok           | good `zoute` drop | yumm  |
-
-### There's a horizontal rule below this.
-
-* * *
-
-### Here is an unordered list:
-
-*   Item foo
-*   Item bar
-*   Item baz
-*   Item zip
-
-### And an ordered list:
-
-1.  Item one
-1.  Item two
-1.  Item three
-1.  Item four
-
-### And a nested list:
-
-- level 1 item
-  - level 2 item
-  - level 2 item
-    - level 3 item
-    - level 3 item
-- level 1 item
-  - level 2 item
-  - level 2 item
-  - level 2 item
-- level 1 item
-  - level 2 item
-  - level 2 item
-- level 1 item
-
-### Small image
-
-![Octocat](https://github.githubassets.com/images/icons/emoji/octocat.png)
-
-### Large image
-
-![Branching](https://guides.github.com/activities/hello-world/branching.png)
-
-
-### Definition lists can be used with HTML syntax. -->
-
-<h2 id="contact">Contact</h2>
-<ul>
-  <li>e.shatri1@gmail.com</li>
-  <li>e.shatri@qmul.ac.uk</li>
-</ul>
-:ET
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-I"�g<h1 id="doremi---data-collection-lifecycle-document">DoReMi - Data Collection Lifecycle Document</h1>
-
-<p>This documents the lifecycle of the DOREMI dataset. DOReMi is a dataset that contains data related to OMR research. DOReMi is a product of collaborative work between Steinberg (Dorico team) and QMUL (Elona Shatri and George Fazekas). This dataset aims to fill in the existing gaps in OMR research. It is part of a larger research question, whether deep learning can assist theOMR field.  What sets DOReMi aside from the other datasets is the richness of data. Given that this dataset is generated using Dorico (a music notation software from Steinberg), we had the chance to grab more musical information on it, but also different types of data. Using Dorico we can generate 5 types of data that could possibly be used in different steps of OMR. These data are images of scores (binary or colour), the musicXML file, XML files with metadata such as bounding boxes of each object together with musical information, which will be explained in detail later on, and as part of our dataset we can utilize the midi audio file which can be later used for transcription as well.</p>
-
-<p>Music used to generate this dataset comes from a software test set provided by the Dorico team 1 . This test set includes a wider number of objects, classes and various cases of notations not normally seen in real-world music. About half of this dataset is copyright protected; therefore, we only include openly distributable scores in the final published dataset. However, pre-trained models trained in the whole dataset will also be published. DoReMi includes around 6432 images of sheet
-music with nearly a million annotated objects which is 1 th 50 the size of DeepScores and 42 times the size of Muscima++. Each object on the page is annotated with category labels from 94 different classes. However, there is an emphasised class imbalance; stems and noteheads make up half of the annotated objects in the dataset. We also provide prepared subsets fulfilling different requirements on the number of pages, number of classes and the number of staves. Most of the images include one system per page; depending on the number of voices, they will have one or more staves per page.</p>
-
-<h2 id="discovery-and-planning"><a href="#discovery-and-planning">Discovery and Planning</a></h2>
-
-<h3 id="data-type-and-format"><a href="#Data-type-and-format">Data type and format</a></h3>
-<ul>
-  <li>Dorico project</li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="">Combining DOReMi with Muscima++ and Deepscores</a></li>
-</ul>
-
-<h2 id="initial-data-collection"><a href="">Initial Data Collection</a></h2>
-<h2 id="data-preparation-and-analysis"><a href="">Data Preparation and analysis</a></h2>
-<h2 id="publication-and-sharing"><a href="">Publication and Sharing</a></h2>
-<h2 id="long-term-management"><a href="">Long-term Management</a></h2>
-
-<h2 id="-discovery-and-planning-"><a href="#discovery-and-planning"> Discovery and Planning </a></h2>
-
-<p>In this section, I will explain the data types and formats we have decided to use.</p>
-
-<h3 id="-data-type-and-format-"><a href="#Data-type-and-format"> Data type and format </a></h3>
-
-<p>This dataset has the following six types of data:</p>
-
-<ul>
-  <li><a href="#dorico-project">Dorico project</a></li>
-  <li><a href="#MusicXML">MusicXML</a></li>
-  <li><a href="#OMR-metadata">OMR metadata</a></li>
-  <li><a href="#Images-of-scores">Images of scores</a></li>
-  <li><a href="#MIDI">MIDI</a></li>
-  <li><a href="#MEI">Music Encoding Initiative (MEI)</a></li>
-</ul>
-
-<p>The following respective data formats:</p>
-<ul>
-  <li>Dorico</li>
-  <li>MusicXML</li>
-  <li>XML</li>
-  <li>PNG</li>
-  <li>MIDI</li>
-  <li>MEI</li>
-</ul>
-
-<p>Let’s start by explaining each one of the data types and what they contain:</p>
-
-<p><a href="#dorico-project"> Dorico project </a>
-<img src="/assets/img/Dorico_Logo.png" alt="Dorico-project" /></p>
-
-<p>When saving the scores in Dorico, it uses the .dorico file format, which is the project type. Saving the projects is really important for the lifecycle since it allows us to use the same layout settings if we later want to generate other data or change.</p>
-
-<p><a href="#MusicXML">  MusicXML </a></p>
-
-<p>MusicXML is widely known and used data format in music notation which uses the XML file format. MusicXML allows interchangeability between different scorewriters. Dorico can export the projects to MusicXML. The extension for these files is .xml. 
-More on how these files can be exported check <a href="https://steinberg.help/dorico_pro/v3/en/dorico/topics/project_file_handling/project_file_handling_musicxml_files_exporting_t.html"> here </a>
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="UTF-8" standalone="no"?&gt;</span>
-<span class="cp">&lt;!DOCTYPE score-partwise PUBLIC "-//Recordare//DTD MusicXML 3.1 Partwise//EN" "http://www.musicxml.org/dtds/partwise.dtd"&gt;</span>
-<span class="nt">&lt;score-partwise</span> <span class="na">version=</span><span class="s">"3.1"</span><span class="nt">&gt;</span>
-  <span class="nt">&lt;work&gt;</span>
-    <span class="nt">&lt;work-title&gt;</span>beam groups 3<span class="nt">&lt;/work-title&gt;</span>
-  <span class="nt">&lt;/work&gt;</span>
-  <span class="nt">&lt;movement-title&gt;</span>beam groups 3<span class="nt">&lt;/movement-title&gt;</span>
-  <span class="nt">&lt;identification&gt;</span>
-    <span class="nt">&lt;encoding&gt;</span>
-      <span class="nt">&lt;software&gt;</span>Dorico 4.0.0.5342<span class="nt">&lt;/software&gt;</span>
-      <span class="nt">&lt;encoding-date&gt;</span>2021-06-14<span class="nt">&lt;/encoding-date&gt;</span>
-    <span class="nt">&lt;/encoding&gt;</span>
-  <span class="nt">&lt;/identification&gt;</span>
-  <span class="nt">&lt;part-list&gt;</span>
-    <span class="nt">&lt;score-part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;part-name&gt;</span>P 1<span class="nt">&lt;/part-name&gt;</span>
-    <span class="nt">&lt;/score-part&gt;</span>
-  <span class="nt">&lt;/part-list&gt;</span>
-  <span class="nt">&lt;part</span> <span class="na">id=</span><span class="s">"P1"</span><span class="nt">&gt;</span>
-    <span class="nt">&lt;measure</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-      <span class="nt">&lt;attributes&gt;</span>
-        <span class="nt">&lt;divisions&gt;</span>12<span class="nt">&lt;/divisions&gt;</span>
-        <span class="nt">&lt;key</span> <span class="na">number=</span><span class="s">"1"</span><span class="nt">&gt;</span>
-          <span class="nt">&lt;fifths&gt;</span>0<span class="nt">&lt;/fifths&gt;</span>
-          <span class="nt">&lt;mode&gt;</span>major<span class="nt">&lt;/mode&gt;</span>
-        <span class="nt">&lt;/key&gt;</span>
-        <span class="nt">&lt;time&gt;</span>
-
-...
-
-  <span class="nt">&lt;/part&gt;</span>
-<span class="nt">&lt;/score-partwise&gt;</span>
-</code></pre></div></div>
-
-<!-- ![MusicXML-example](/assets/img/musicXML.png) -->
-
-<p><a href="#OMR-metadata"> OMR metadata </a></p>
-
-<p>Following the organisation of Muscima++, DoReMi has an OMR metadata file which includes bounding boxes of each element: top, left, width and height. It also includes the pixel mask for each element giving each object’s pixels inside the bounding box. Additionally, DoReMi provides the relationships between primitives. It vaguely follows the Music Notation Graph (MUNG), which creates a graph representation of music notations. Inlinks and outlinks reference back and forth to the ID of the objects they are related to—for instance, a notehead half outlinks to a stem or a slur or both of them. Conversely, the stem inlinks to the notehead half.</p>
-
-<p>OMR metadata are the files that incorporate most of the information needed for OMR practitces. These files include visual information, coordinates, bounding boxes, pixel information and furthermore musical information such as duration beats, onset beats, pitch octave, midi pitch note, normalized pitch step and the dorico event id depending on the class of the object.</p>
-
-<p>Depending on the task the dataset includes both parsed and unparsed XML files. If the dataset is to be used only for object detection or instance segmentation the parsed files are divided by page, corresponding to an image respective to the actual page. These files hold information on the bounding boxes and pixel mask information.</p>
-
-<!-- ![unparsed-xml](/assets/img/unparsed-xml.png) -->
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="cp">&lt;?xml version="1.0" encoding="utf-8"?&gt;</span>
-<span class="nt">&lt;Pages&gt;</span>
-<span class="nt">&lt;Page</span> <span class="na">pageIndex=</span><span class="s">"0"</span><span class="nt">&gt;</span>
-<span class="nt">&lt;Nodes&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>95<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>709<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>386<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 0:21 1:15 0:21 1:14 0:22 1:13 0:22 1:14 0:22 1:13 0:3 1:3 0:17 1:12 0:3 1:4 0:17 1:11 0:3 1:5 0:16 1:12 0:2 1:6 0:16 1:11 0:3 1:6 0:15 1:11 0:3 1:7 0:15 1:10 0:3 1:8 0:15 1:10 0:2 1:9 0:14 1:10 0:2 1:10 0:14 1:9 0:2 1:11 0:13 1:9 0:3 1:11 0:12 1:10 0:2 1:12 0:12 1:9 0:3 1:12 0:11 1:9 0:4 1:12 0:11 1:8 0:5 1:12 0:10 1:8 0:6 1:12 0:9 1:8 0:7 1:12 0:9 1:7 0:8 1:12 0:8 1:7 0:9 1:12 0:7 1:7 0:10 1:12 0:7 1:144 0:17 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:24 1:12 0:23 1:13 0:22 1:15 0:18 1:21 0:14 1:22 0:14 1:22 0:15 1:21 0:3 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-<span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>94<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>timeSig2<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>387<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>34<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>43<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:9 1:15 0:16 1:21 0:11 1:25 0:8 1:7 0:8 1:12 0:6 1:7 0:10 1:12 0:4 1:7 0:12 1:12 0:3 1:9 0:11 1:12 0:1 1:12 0:9 1:12 0:1 1:13 0:8 1:26 0:8 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:7 1:27 0:6 1:27 0:7 1:14 0:1 1:12 0:6 1:15 0:2 1:11 0:6 1:14 0:4 1:9 0:6 1:15 0:6 1:5 0:8 1:14 0:19 1:14 0:19 1:14 0:19 1:13 0:20 1:11 0:21 1:10 0:23 1:8 0:24 1:8 0:25 1:7 0:16 1:3 0:7 1:7 0:17 1:3 0:5 1:16 0:9 1:4 0:5 1:19 0:6 1:4 0:4 1:23 0:2 1:5 0:3 1:30 0:3 1:31 0:3 1:31 0:2 1:31 0:3 1:31 0:2 1:32 0:2 1:8 0:4 1:19 0:3 1:7 0:6 1:17 0:4 1:6 0:9 1:14 0:5 1:5 0:12 1:11 0:7 1:3 0:18 1:1 0:11 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>904<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>2/4 (q, 1+1)<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-...
-<span class="nt">&lt;/Nodes&gt;</span>
-<span class="nt">&lt;/Page&gt;</span>
-<span class="nt">&lt;/Pages&gt;</span>
-</code></pre></div></div>
-
-<p>Certain (playable) objects are also annotated with a Dorico event ID which is a unique event identifier that provides additional information on how some objects are linked. For instance, notes like noteheads have information on the duration beats, onset beats, pitch octave, midi pitch code, normalised pitch step and an event ID. 
-<br />
-<br /></p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>504<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>noteheadBlack<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>466<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>2236<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>28<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>24<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:12 1:11 0:14 1:16 0:10 1:19 0:8 1:21 0:6 1:22 0:5 1:24 0:3 1:25 0:2 1:26 0:1 1:27 0:1 1:27 0:1 1:54 0:1 1:27 0:1 1:26 0:2 1:26 0:2 1:25 0:3 1:24 0:4 1:23 0:5 1:22 0:6 1:21 0:8 1:19 0:10 1:16 0:13 1:13 0:18 1:6 0:16 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Outlinks&gt;</span>541 559 571<span class="nt">&lt;/Outlinks&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"duration_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>0.333333<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"onset_beats"</span> <span class="na">type=</span><span class="s">"float"</span><span class="nt">&gt;</span>47.666668<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"pitch_octave"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"midi_pitch_code"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>69<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"normalized_pitch_step"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>A<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>1120<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<p><!-- ![notehead](/assets/img/notehead.png) --></p>
-
-<p>For elements such as clefs, our dataset provides an event ID, clef type, clef hotspot, clef required stave lines and clef stave position. Clef hotspot identifies the midi pitch that clef denotes, i.e. for treble clef is G4, as that is the pitch of the second stave line from the bottom. Clef required stave lines shows how many stave lines the clef needs.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>93<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>gClef<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>638<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>309<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>56<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>147<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:35 1:5 0:50 1:7 0:48 1:9 0:46 1:11 0:44 1:12 0:44 1:13 0:42 1:14 0:41 1:16 0:40 1:16 0:39 1:18 0:38 1:18 0:37 1:19 0:37 1:20 0:35 1:21 0:35 1:10 0:6 1:5 0:35 1:9 0:7 1:5 0:34 1:9 0:9 1:5 0:33 1:8 0:10 1:5 0:33 1:8 0:11 1:4 0:33 1:7 0:12 1:4 0:33 1:6 0:13 1:4 0:32 1:7 0:12 1:5 0:32 1:7 0:12 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:13 1:5 0:32 1:6 0:12 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:13 1:6 0:32 1:5 0:12 1:7 0:32 1:5 0:11 1:8 0:32 1:5 0:11 1:7 0:33 1:5 0:10 1:8 0:33 1:5 0:9 1:9 0:33 1:5 0:8 1:10 0:33 1:5 0:8 1:9 0:34 1:5 0:7 1:10 0:34 1:5 0:6 1:11 0:34 1:5 0:5 1:11 0:35 1:5 0:4 1:12 0:35 1:5 0:3 1:13 0:36 1:4 0:2 1:13 0:37 1:4 0:1 1:14 0:37 1:18 0:38 1:17 0:39 1:17 0:38 1:17 0:38 1:17 0:38 1:18 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:19 0:36 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:20 0:35 1:21 0:34 1:22 0:33 1:18 0:1 1:4 0:33 1:17 0:2 1:4 0:32 1:17 0:3 1:5 0:30 1:17 0:4 1:5 0:29 1:16 0:7 1:4 0:29 1:15 0:8 1:4 0:28 1:15 0:9 1:4 0:27 1:15 0:10 1:5 0:26 1:14 0:11 1:5 0:25 1:14 0:12 1:5 0:25 1:13 0:14 1:4 0:24 1:13 0:15 1:11 0:17 1:12 0:14 1:16 0:14 1:12 0:11 1:21 0:11 1:12 0:11 1:24 0:9 1:11 0:11 1:26 0:8 1:10 0:10 1:29 0:6 1:11 0:10 1:30 0:5 1:10 0:10 1:32 0:4 1:10 0:9 1:34 0:3 1:9 0:9 1:35 0:3 1:9 0:9 1:36 0:2 1:8 0:9 1:37 0:2 1:8 0:9 1:19 0:2 1:17 0:1 1:8 0:9 1:12 0:3 1:4 0:5 1:14 0:1 1:8 0:9 1:10 0:5 1:5 0:6 1:21 0:8 1:10 0:6 1:5 0:7 1:19 0:9 1:9 0:7 1:5 0:8 1:18 0:9 1:8 0:9 1:4 0:9 1:17 0:9 1:8 0:9 1:4 0:10 1:16 0:9 1:7 0:10 1:5 0:9 1:16 0:9 1:7 0:10 1:5 0:10 1:15 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:6 0:10 1:6 0:10 1:5 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:1 1:7 0:9 1:6 0:11 1:4 0:10 1:8 0:2 1:6 0:10 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:9 1:6 0:10 1:5 0:10 1:7 0:2 1:7 0:10 1:6 0:9 1:5 0:9 1:7 0:4 1:7 0:10 1:6 0:8 1:5 0:9 1:7 0:4 1:7 0:10 1:7 0:8 1:4 0:9 1:7 0:5 1:7 0:10 1:8 0:6 1:4 0:8 1:7 0:7 1:7 0:11 1:7 0:5 1:5 0:7 1:7 0:8 1:7 0:12 1:5 0:5 1:5 0:6 1:7 0:9 1:8 0:14 1:1 0:6 1:5 0:5 1:7 0:11 1:8 0:20 1:5 0:4 1:7 0:13 1:9 0:19 1:4 0:3 1:8 0:15 1:9 0:17 1:4 0:1 1:8 0:18 1:10 0:15 1:12 0:20 1:13 0:10 1:12 0:23 1:31 0:27 1:27 0:32 1:22 0:39 1:12 0:1 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:52 1:4 0:52 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:51 1:5 0:29 1:8 0:15 1:4 0:27 1:11 0:14 1:4 0:26 1:13 0:13 1:5 0:24 1:15 0:12 1:5 0:24 1:16 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:5 0:23 1:17 0:11 1:4 0:24 1:17 0:10 1:5 0:24 1:17 0:10 1:5 0:24 1:16 0:11 1:5 0:24 1:16 0:10 1:5 0:26 1:13 0:11 1:6 0:26 1:12 0:12 1:5 0:28 1:8 0:13 1:7 0:28 1:8 0:12 1:7 0:30 1:9 0:7 1:9 0:32 1:23 0:35 1:19 0:39 1:15 0:45 1:8 0:25 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>908<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_type"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>kGClef<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_hotspot"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">&gt;</span>G4<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_required_stave_lines"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>5<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"clef_stave_position"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>2<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![clef](/assets/img/clef.png) -->
-
-<p>Time signatures will include the event ID, time signature description, for example, 3/2 (h, 1+1+1).
-<br /></p>
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-    <span class="nt">&lt;Id&gt;</span>511<span class="nt">&lt;/Id&gt;</span>
-    <span class="nt">&lt;ClassName&gt;</span>timeSig4<span class="nt">&lt;/ClassName&gt;</span>
-    <span class="nt">&lt;Top&gt;</span>467<span class="nt">&lt;/Top&gt;</span>
-    <span class="nt">&lt;Left&gt;</span>828<span class="nt">&lt;/Left&gt;</span>
-    <span class="nt">&lt;Width&gt;</span>36<span class="nt">&lt;/Width&gt;</span>   
-    <span class="nt">&lt;Height&gt;</span>42<span class="nt">&lt;/Height&gt;</span>
-    <span class="nt">&lt;Mask&gt;</span>0:11 1:16 0:20 1:16 0:20 1:15 
-    ...
-    0:21 1:15 0:21 1:14 0:22 1:13 0:22 
-    <span class="nt">&lt;Data&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"dorico_event_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>-1<span class="nt">&lt;/DataItem&gt;</span>
-        <span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"time_signature_description"</span> <span class="na">type=</span><span class="s">"str"</span><span class="nt">/&gt;</span>
-    <span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-
-<!-- ![timesig](/assets/img/timesig.png) -->
-
-<p>Flags, if they are part of grace notes, will have a boolean value set to True. Slurs and ties have their event IDs, while barlines, rests, accidentals, augmentation dots, stems do not have such information. Beams will not have their event ID; instead, they will have a list of the event IDs their respective noteheads have.</p>
-
-<div class="language-xml highlighter-rouge"><div class="highlight"><pre class="highlight"><code><span class="nt">&lt;Node&gt;</span>
-<span class="nt">&lt;Id&gt;</span>69<span class="nt">&lt;/Id&gt;</span>
-<span class="nt">&lt;ClassName&gt;</span>kStaffLine<span class="nt">&lt;/ClassName&gt;</span>
-<span class="nt">&lt;Top&gt;</span>666<span class="nt">&lt;/Top&gt;</span>
-<span class="nt">&lt;Left&gt;</span>299<span class="nt">&lt;/Left&gt;</span>
-<span class="nt">&lt;Width&gt;</span>2001<span class="nt">&lt;/Width&gt;</span>
-<span class="nt">&lt;Height&gt;</span>3<span class="nt">&lt;/Height&gt;</span>
-<span class="nt">&lt;Mask&gt;</span>0:0 1:6003 <span class="nt">&lt;/Mask&gt;</span>
-<span class="nt">&lt;Data&gt;</span>
-<span class="nt">&lt;DataItem</span> <span class="na">key=</span><span class="s">"staff_id"</span> <span class="na">type=</span><span class="s">"int"</span><span class="nt">&gt;</span>0<span class="nt">&lt;/DataItem&gt;</span>
-<span class="nt">&lt;/Data&gt;</span>
-<span class="nt">&lt;/Node&gt;</span>
-</code></pre></div></div>
-<!-- ![staffline](/assets/img/staff-line.png) -->
-
-<p>A comprehensive table of what each objet includes for musical features is shown below.</p>
-
-<p><a href="./table-test.html">DoReMi table</a></p>
-
-<p>nil</p>
-
-<table>
-  
-</table>
-
-<table>
-  <thead>
-    <tr>
-      <th style="text-align: left">head1</th>
-      <th style="text-align: left">head two</th>
-      <th style="text-align: left">three</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good swedish fish</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">out of stock</td>
-      <td style="text-align: left">good and plenty</td>
-      <td style="text-align: left">nice</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">oreos</code></td>
-      <td style="text-align: left">hmm</td>
-    </tr>
-    <tr>
-      <td style="text-align: left">ok</td>
-      <td style="text-align: left">good <code class="language-plaintext highlighter-rouge">zoute</code> drop</td>
-      <td style="text-align: left">yumm</td>
-    </tr>
-  </tbody>
-</table>
-
-<p><a href="#Images-of-scores"> OMR metadata </a></p>
-
-<p>Given that each project can have one or more pages, we use the mono png export from Dorico at 300 DPI. Each image is named after the OMR metadata xml file, with the number suffix, starting 001. Images are of dimension 2475 × 3504 pixels and are binarised. An example of an image is given below.</p>
-
-<p><a href="#MIDI"> MIDI </a></p>
-
-<p>MIDI files are exported directly from Dorico.</p>
-
-<p><a href="#MEI"> Music Encoding Initiative (MEI) </a></p>
-
-<h2 id="-combining-doremi-with-muscima-and-deepscores-"><a href="#combining"> Combining DOReMi with Muscima++ and Deepscores </a></h2>
-
-<p><a href="./">back</a></p>
-:ET
\ No newline at end of file
diff --git a/.rubocop 2.yml b/.rubocop 2.yml
deleted file mode 100644
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--- a/.rubocop 2.yml	
+++ /dev/null
@@ -1,11 +0,0 @@
-inherit_gem:
-  rubocop-github:
-    - config/default.yml
-
-AllCops:
-  Exclude:
-    - _site/**/*
-    - vendor/**/*
-
-Layout/LineLength:
-  Enabled: false
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deleted file mode 100644
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+++ /dev/null
@@ -1,6 +0,0 @@
-AllCops:
-  Exclude:
-    - _site/**/*
-
-Metrics/LineLength:
-  Enabled: false
diff --git a/.travis.yml b/.travis.yml
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--- a/.travis.yml
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-language: ruby
-cache: bundler
-rvm: 2.6
-
-install: script/bootstrap
-script: script/cibuild

From 2f6fbc00e9e6db4529e403649081da99cacf2c61 Mon Sep 17 00:00:00 2001
From: Elona <elona@Supports-MBP.bbrouter>
Date: Mon, 9 Dec 2024 16:33:41 +0100
Subject: [PATCH 63/63] fix blogposts

---
 blogposts.html | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/blogposts.html b/blogposts.html
index 47e9b72294..3957ce3684 100644
--- a/blogposts.html
+++ b/blogposts.html
@@ -25,11 +25,6 @@ <h1>Elona Shatri</h1>
     <main>
         <section id="blogposts">
             <h2>Blogposts and News</h2>
-            <h3><a href="dummy-link-to-worms-2024" target="_blank">The 6th International Workshop on Reading Music Systems 2024</a></h3>
-            <p>
-                The 6th International Workshop on Reading Music Systems (WoRMS) took place virtually, bringing together researchers and practitioners from across the globe to discuss the latest developments in Optical Music Recognition (OMR). This year’s workshop featured three paper sessions, panels, and an insightful keynote by David Rizo, providing a comprehensive exploration of the state of OMR research and its real-world applications.
-            </p>
-            <!-- Add more blogposts here -->
 
             <li><a href="uk-qatar.html">UK and Qatar Collaborate on AI Research</a></li>
             <li><a href="worms-2024.html">The 6th International Workshop on Reading Music Systems 2024</a></li>